HTP Backend Op Definition Supplement

Argmax

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_INT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_INT_32
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_INT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

Argmin

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_INT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

Batchnorm

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Supports input of Rank between 1 and 4.	Shape: Max supported output rank is 4.

Quantization

Configuration	in[1]	in[2]
INT16		Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8		Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric

BatchToSpace

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Cast

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_INT_32
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_BOOL_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UINT_8	QNN_DATATYPE_UINT_8
INT8	QNN_DATATYPE_UINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_UINT_8	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_UINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UINT_8	QNN_DATATYPE_INT_32
INT8	QNN_DATATYPE_UINT_8	QNN_DATATYPE_FLOAT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_INT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_FLOAT_32
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_8
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UFIXED_POINT_8
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_INT_32
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_FLOAT_32
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_8
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_8
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_BOOL_8
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_16
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_INT_32
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_INT_64
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_BOOL_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_16
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_64
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_32
OTHERS	QNN_DATATYPE_INT_64	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_INT_64	QNN_DATATYPE_INT_32
OTHERS	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UINT_8
OTHERS	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8
OTHERS	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_BOOL_8
OTHERS	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16
OTHERS	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32
OTHERS	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_FLOAT_16
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_16

Constraints

Configuration	in[0]	out[0]
All		Shape: Max supported output rank is 4.
FP16	Shape: Max supported input rank is 4.
INT16	QNN_DATATYPE_UINT_32 must be in the range of 0..INT32_MAX. Shape: Max supported input rank is 4.
INT8	QNN_DATATYPE_UINT_32 must be in the range of 0..INT32_MAX. Shape: Max supported input rank is 4.
OTHERS	QNN_DATATYPE_UINT_32 must be in the range of 0..INT32_MAX. Shape: Max supported input rank is 4.

ChannelShuffle

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

Concat

Datatypes

Configuration	in[0..m]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0..m]	out[0]
All	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT16	Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on width and channel.	Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on width and channel.
INT8	Dynamic Shape: Dynamic dims are supported on width. Updateable quantization is supported.	Dynamic Shape: Dynamic dims are supported on width. Updateable quantization is supported.

Conv2d

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	in[1]	in[2]	out[0]
FP16	Updateable tensor is supported.	Updateable tensor is supported.	Updateable tensor is supported.	Updateable tensor is supported.
FP16		QNN_DATATYPE_SFIXED_POINT_8 data is supported if quantization encoding is QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET or QNN_QUANTIZATION_ENCODING_BLOCK. The weight tensor must be static in this case.
INT16		Weight Tensor must be static when using QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET. When using QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, either the weight Tensor must be static, or the chain of ops preceding the weight Tensor must all have static inputs. QNN_QUANTIZATION_ENCODING_BLOCKWISE_EXPANSION is supported with expansion on channel axis only and the block-quant weights are expected to be signed and symmetrically quantized. Weight tensor or the chain of ops preceding the weight Tensor must all have static inputs. QNN_QUANTIZATION_ENCODING_BLOCKWISE_EXPANSION requires minimum arch v69.	For the channel scaling case, bias quantization encodings are expected to be scale = 0, offset = 0
INT16	Updateable quantization is supported.	Updateable quantization is supported.	QNN_DATATYPE_SFIXED_POINT_32 must be symmetric quantized. For the channel scaling case, bias quantization encodings are expected to be scale = 0, offset = 0 Updateable quantization is supported.	Updateable quantization is supported.
INT16	Dynamic Shape: Dynamic dims are supported on width and channel.			Dynamic Shape: Dynamic dims are supported on width and channel.
INT16		QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET and QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET is supported with only channel axis and the weights are expected to be signed and symmetrically quantized. Weight Tensor must be static when using QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET. When using QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, either the weight Tensor must be static, or the chain of ops preceding the weight Tensor must all have static inputs. 16bit Weight must be symmetric quantized. 16bit Activation and 16bit Weight require minimum arch V73.
INT8	Updateable quantization is supported.	Weight Tensor must be static when using QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET. When using QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, either the weight Tensor must be static, or the chain of ops preceding the weight Tensor must all have static inputs. QNN_QUANTIZATION_ENCODING_BLOCKWISE_EXPANSION is supported with expansion on channel axis only and the block-quant weights are expected to be signed and symmetrically quantized. Weight tensor or the chain of ops preceding the weight Tensor must all have static inputs. QNN_QUANTIZATION_ENCODING_BLOCKWISE_EXPANSION requires minimum arch v69.	For the channel scaling case, bias quantization encodings are expected to be scale = 0, offset = 0 Updateable quantization is supported.	Updateable quantization is supported.
INT8	Dynamic Shape: Dynamic dims are supported on width.			Dynamic Shape: Dynamic dims are supported on width.
INT8		Updateable quantization is supported.

Quantization

Configuration	in[1]	in[2]
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric

Conv3d

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	in[1]	in[2]	out[0]	dilation
All	Shape: Input rank must be 5.	Shape: Weight rank must be 5.		Shape: Output rank must be 5	Value: Only supports dilation if stride in height and width = 1 Value: Only supports dilation of 1 in the depth dimension
INT16		QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET is supported with only channel axis and the weights are expected to be signed and symmetrically quantized.	QNN_DATATYPE_SFIXED_POINT_32 must be symmetric quantized.
INT8		QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET is supported with only channel axis and the weights are expected to be signed and symmetrically quantized.	QNN_DATATYPE_SFIXED_POINT_32 must be symmetric quantized.

Quantization

Configuration	in[1]	in[2]
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric

Convert

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_UFIXED_POINT_8
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_UFIXED_POINT_16
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_BOOL_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_UINT_8	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_UINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UINT_8	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UFIXED_POINT_8
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UFIXED_POINT_16
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_SFIXED_POINT_16

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT16	Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on width and channel.	Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on width and channel.
INT8	Updateable quantization is supported.	Updateable quantization is supported.

CreateSparse

Datatypes

Configuration	in[0]	in[1]	out[0]
INT8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8

Constraints

Configuration	out[0]
All	Shape: Max supported sparse output rank is 5.

CumulativeSum

Datatypes

Configuration	in[0]	out[0]	axis	exclusive	reverse
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_UINT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8

Constraints

Configuration	in[0]	out[0]	axis
FP16	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.	Value: Value: Must be in range [0, N - 1] where N is the rank of the input tensor
INT16	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.
INT8	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
OTHERS	Shape: Max supported input rank is 4.

DepthToSpace

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

DepthWiseConv2d

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[1]	in[2]	dilation
FP16			Value: Only supports dilation if stride = [1,1]
INT16	QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET and QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET is supported with only channel axis and the weights are expected to be signed and symmetrically quantized. Weight Tensor must be static when using QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET. When using QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, either the weight Tensor must be static, or the chain of ops preceding the weight Tensor must all have static inputs. 16bit Weight must have 16bit Activation and must be symmetric quantized. 16bit Activation and 16bit Weight require minimum arch V73.	QNN_DATATYPE_SFIXED_POINT_32 must be symmetric quantized. For the channel scaling case, bias quantization encodings are expected to be scale = 0, offset = 0	Value: Only supports dilation if stride = [1,1] or dilation of [2,2] when stride is [2,2] and kernel size is [3,3]
INT16	QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET and QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET is supported with only channel axis and the weights are expected to be signed and symmetrically quantized. Weight Tensor must be static when using QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET. When using QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, either the weight Tensor must be static, or the chain of ops preceding the weight Tensor must all have static inputs.
INT8	QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET and QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET is supported with only channel axis and the weights are expected to be signed and symmetrically quantized. Weight Tensor must be static when using QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET. When using QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, either the weight Tensor must be static, or the chain of ops preceding the weight Tensor must all have static inputs.	QNN_DATATYPE_SFIXED_POINT_32 must be symmetric quantized. For the channel scaling case, bias quantization encodings are expected to be scale = 0, offset = 0	Value: Only supports dilation if stride = [1,1] or dilation of [2,2] when stride is [2,2] and kernel size is [3,3]
INT8	QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET and QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET is supported with only channel axis and the weights are expected to be signed and symmetrically quantized. Weight Tensor must be static when using QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET. When using QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, either the weight Tensor must be static, or the chain of ops preceding the weight Tensor must all have static inputs. 16bit Weight must have 16bit Activation and must be symmetric quantized. 16bit Activation and 16bit Weight require minimum arch V73.

Quantization

Configuration	in[1]	in[2]
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric

Dequantize

Datatypes

Configuration	in[0]	out[0]
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_FLOAT_16
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_FLOAT_32

Constraints

Configuration	in[0]	out[0]
INT16	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT8	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.

DetectionOutput

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]	out[1]	out[2]	out[3]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32

ElementWiseAbs

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.

ElementWiseAdd

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	in[1]	out[0]
FP16	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
INT16	Shape: Supports input of Rank between 1 and 5. Dynamic Shape: Dynamic dims are supported on width and channel.	Shape: Supports input of Rank between 1 and 5. Dynamic Shape: Dynamic dims are supported on width and channel.	Shape: Supports output of Rank between 1 and 5. Dynamic Shape: Dynamic dims are supported on width and channel.
INT8	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
OTHERS	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.

ElementWiseAnd

Datatypes

Configuration	in[0]	in[1]	out[0]
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8

Constraints

Configuration	in[0]	in[1]	out[0]
INT8	Shape: Supports input of Rank between 1 and 4.	Shape: Supports input of Rank between 1 and 4.	Shape: Supports output of Rank between 1 and 4.
OTHERS	Shape: Supports input of Rank between 1 and 4.	Shape: Supports input of Rank between 1 and 4.	Shape: Supports output of Rank between 1 and 4.

ElementWiseAsin

Datatypes

Configuration	in[0]	out[0]
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
INT8	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

ElementWiseAtan

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

ElementWiseBinary

Datatypes

Configuration	in[0]	in[1]	out[0]	operation
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_UINT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32

Constraints

Configuration	in[0]	in[1]	out[0]
FP16	Shape: Supported input rank: All: Between 1 and 4. Multiply, Divide, Equal: Between 1 and 5. Supported datatypes: ADD: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. AND: Not supported. DIVIDE: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. EQUAL: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. FLOORDIV: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. FMOD: Not supported. GREATER: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. GREATEREQUAL: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. LESS: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. LESSEQUAL: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. MAXIMUM: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. MINIMUM: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. MOD: Not supported. MULTIPLY: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. NOTEQUAL: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. OR: Not supported. POWER: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SQUAREDDIFFERENCE: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SUBTRACT: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. XOR: Not supported.	Shape: Supported input rank: All: Between 1 and 4. Multiply, Divide, Equal: Between 1 and 5. Supported datatypes: ADD: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. AND: Not supported. DIVIDE: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. EQUAL: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. FLOORDIV: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. FMOD: Not supported. GREATER: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. GREATEREQUAL: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. LESS: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. LESSEQUAL: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. MAXIMUM: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. MINIMUM: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. MOD: Not supported. MULTIPLY: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. NOTEQUAL: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. OR: Not supported. POWER: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SQUAREDDIFFERENCE: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SUBTRACT: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. XOR: Not supported.	Shape: Supported output rank: All: Between 1 and 4. Multiply, Divide, Equal: Between 1 and 5. Supported datatypes: ADD: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. AND: Not supported. DIVIDE: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. EQUAL: QNN_DATATYPE_BOOL_8. FLOORDIV: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. FMOD: Not supported. GREATER: QNN_DATATYPE_BOOL_8. GREATEREQUAL: QNN_DATATYPE_BOOL_8. LESS: QNN_DATATYPE_BOOL_8. LESSEQUAL: QNN_DATATYPE_BOOL_8. MAXIMUM: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. MINIMUM: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. MOD: Not supported. MULTIPLY: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. NOTEQUAL: QNN_DATATYPE_BOOL_8. OR: Not supported. POWER: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SQUAREDDIFFERENCE: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SUBTRACT: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. XOR: Not supported.
FP16	Shape: Supported input rank: All: Between 1 and 4. Multiply, Divide, Add, Power, Subtract: Between 1 and 5.	Shape: Supported input rank: All: Between 1 and 4. Multiply, Divide, Add, Power, Subtract: Between 1 and 5.	Shape: Supported output rank: All: Between 1 and 4. Multiply, Divide, Add, Power, Subtract: Between 1 and 5.
INT16	Shape: Supports input of Rank between 1 and 5. Except for AND, FLOORDIV, OR which support input rank between 1 and 4. Supported datatypes: ADD: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. AND: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_BOOL_8. DIVIDE: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. EQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. FLOORDIV: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16. FMOD: Not supported. GREATER: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. GREATEREQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. LESS: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. LESSEQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. MAXIMUM: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. MINIMUM: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. MOD: Not supported. MULTIPLY: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UINT_32, QNN_DATATYPE_INT_32. NOTEQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. OR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. POWER: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. SQUAREDDIFFERENCE: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16. SUBTRACT: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. XOR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_BOOL_8.	Shape: Supports input of Rank between 1 and 5. Except for AND, FLOORDIV, OR which support input rank between 1 and 4. Supported datatypes: ADD: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. AND: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_BOOL_8. DIVIDE: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. EQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. FLOORDIV: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16. FMOD: Not supported. GREATER: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. GREATEREQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. LESS: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. LESSEQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. MAXIMUM: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. MINIMUM: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. MOD: Not supported. MULTIPLY: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UINT_32, QNN_DATATYPE_INT_32. NOTEQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. OR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. POWER: QNN_DATATYPE_INT_32, QNN_DATATYPE_FLOAT_32, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. SQUAREDDIFFERENCE: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16. SUBTRACT: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. XOR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_BOOL_8.	Shape: Supports output of Rank between 1 and 5. Except for AND, FLOORDIV, OR which support output rank between 1 and 4. Supported datatypes: ADD: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. AND: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_BOOL_8. DIVIDE: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. EQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_INT_32, QNN_DATATYPE_BOOL_8. FLOORDIV: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16. FMOD: Not supported. GREATER: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. GREATEREQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. LESS: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_INT_32, QNN_DATATYPE_BOOL_8. LESSEQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. MAXIMUM: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. MINIMUM: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. MOD: Not supported. MULTIPLY: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UINT_32, QNN_DATATYPE_INT_32. NOTEQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. OR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. POWER: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. SQUAREDDIFFERENCE: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16. SUBTRACT: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. XOR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_BOOL_8.
INT16	Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on width and channel.	Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on width and channel.	Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on width and channel.
INT8	Shape: Supports input of Rank between 1 and 5. Except for AND, FLOORDIV, OR which support input rank between 1 and 4. Supported datatypes: ADD: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. AND: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_BOOL_8. DIVIDE: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. EQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. FLOORDIV: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16. FMOD: Not supported. GREATER: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. GREATEREQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. LESS: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. LESSEQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. MAXIMUM: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. MINIMUM: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. MOD: Not supported. MULTIPLY: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_UINT_32, QNN_DATATYPE_INT_32. NOTEQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. OR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. POWER: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. SQUAREDDIFFERENCE: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16. SUBTRACT: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. XOR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_BOOL_8. Updateable quantization is supported.	Shape: Supports input of Rank between 1 and 5. Except for AND, FLOORDIV, OR which support input rank between 1 and 4. Supported datatypes: ADD: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. AND: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_BOOL_8. DIVIDE: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. EQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. FLOORDIV: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16. FMOD: Not supported. GREATER: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. GREATEREQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. LESS: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. LESSEQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. MAXIMUM: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. MINIMUM: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. MOD: Not supported. MULTIPLY: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_UINT_32, QNN_DATATYPE_INT_32. NOTEQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. OR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. POWER: QNN_DATATYPE_INT_32, QNN_DATATYPE_FLOAT_32, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. SQUAREDDIFFERENCE: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16. SUBTRACT: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. XOR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_BOOL_8. Updateable quantization is supported.	Shape: Supports output of Rank between 1 and 5. Except for AND, FLOORDIV, OR which support output rank between 1 and 4. Supported datatypes: ADD: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. AND: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_BOOL_8. DIVIDE: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. EQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_INT_32, QNN_DATATYPE_BOOL_8. FLOORDIV: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16. FMOD: Not supported. GREATER: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. GREATEREQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. LESS: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_INT_32, QNN_DATATYPE_BOOL_8. LESSEQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. MAXIMUM: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. MINIMUM: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. MOD: Not supported. MULTIPLY: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_UINT_32, QNN_DATATYPE_INT_32. NOTEQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. OR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. POWER: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. SQUAREDDIFFERENCE: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16. SUBTRACT: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. XOR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_BOOL_8. Updateable quantization is supported.
OTHERS	Shape: Supports input of Rank between 1 and 5. Except for AND, FLOORDIV, OR which support input rank between 1 and 4. Supported datatypes: ADD: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. AND: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_BOOL_8. DIVIDE: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. EQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. FLOORDIV: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16. FMOD: Not supported. GREATER: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. GREATEREQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. LESS: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. LESSEQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. MAXIMUM: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. MINIMUM: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. MOD: Not supported. MULTIPLY: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_UINT_32, QNN_DATATYPE_INT_32. NOTEQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. OR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. POWER: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. SQUAREDDIFFERENCE: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16. SUBTRACT: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. XOR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_BOOL_8.	Shape: Supports input of Rank between 1 and 5. Except for AND, FLOORDIV, OR which support input rank between 1 and 4. Supported datatypes: ADD: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. AND: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_BOOL_8. DIVIDE: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. EQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. FLOORDIV: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16. FMOD: Not supported. GREATER: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. GREATEREQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. LESS: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. LESSEQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. MAXIMUM: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. MINIMUM: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. MOD: Not supported. MULTIPLY: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_UINT_32, QNN_DATATYPE_INT_32. NOTEQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32. OR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. POWER: QNN_DATATYPE_INT_32, QNN_DATATYPE_FLOAT_32, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. SQUAREDDIFFERENCE: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16. SUBTRACT: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. XOR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_BOOL_8.	Shape: Supports output of Rank between 1 and 5. Except for AND, FLOORDIV, OR which support output rank between 1 and 4. Supported datatypes: ADD: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. AND: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_BOOL_8. DIVIDE: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. EQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_INT_32, QNN_DATATYPE_BOOL_8. FLOORDIV: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16. FMOD: Not supported. GREATER: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. GREATEREQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. LESS: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_INT_32, QNN_DATATYPE_BOOL_8. LESSEQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. MAXIMUM: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. MINIMUM: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. MOD: Not supported. MULTIPLY: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_UINT_32, QNN_DATATYPE_INT_32. NOTEQUAL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. OR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_BOOL_8. POWER: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. SQUAREDDIFFERENCE: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16. SUBTRACT: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. XOR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_BOOL_8.

ElementWiseCeil

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

ElementWiseCos

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

ElementWiseDivide

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	in[1]	out[0]
All	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.

ElementWiseEqual

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_BOOL_8
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_BOOL_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_BOOL_8
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_BOOL_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_BOOL_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	in[1]	out[0]
FP16	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
INT16	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
INT8	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
OTHERS	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.

ElementWiseExp

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
FP16	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.
INT16	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT8	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.

ElementWiseFloor

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

ElementWiseFloorDiv

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	in[1]	out[0]
All	Shape: Supports input of Rank between 1 and 4.		Shape: Supports output of Rank between 1 and 4.
FP16		Shape: Supports input of Rank between 1 and 4.
INT16		Shape: Supports input of Rank between 1 and 4.
INT8		Shape: Supports input of Rank between 1 and 4.

ElementWiseGreater

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_BOOL_8
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_BOOL_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_BOOL_8
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_BOOL_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_BOOL_8

Constraints

Configuration	in[0]	in[1]	out[0]
FP16	Shape: Supports input of Rank between 1 and 4.	Shape: Supports input of Rank between 1 and 4.	Shape: Supports output of Rank between 1 and 4.
INT16	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
INT8	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
OTHERS	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.

ElementWiseGreaterEqual

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_BOOL_8
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_BOOL_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_BOOL_8
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_BOOL_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_BOOL_8

Constraints

Configuration	in[0]	in[1]	out[0]
FP16	Shape: Supports input of Rank between 1 and 4.	Shape: Supports input of Rank between 1 and 4.	Shape: Supports output of Rank between 1 and 4.
INT16	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
INT8	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
OTHERS	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.

ElementWiseLess

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_BOOL_8
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_BOOL_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_BOOL_8
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_BOOL_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_BOOL_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	in[1]	out[0]
FP16	Shape: Supports input of Rank between 1 and 4.	Shape: Supports input of Rank between 1 and 4.	Shape: Supports output of Rank between 1 and 4.
INT16	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
INT8	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
OTHERS	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.

ElementWiseLessEqual

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_BOOL_8
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_BOOL_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_BOOL_8
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_BOOL_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_BOOL_8

Constraints

Configuration	in[0]	in[1]	out[0]
FP16	Shape: Supports input of Rank between 1 and 4.	Shape: Supports input of Rank between 1 and 4.	Shape: Supports output of Rank between 1 and 4.
INT16	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
INT8	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
OTHERS	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.

ElementWiseLog

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

ElementWiseMaximum

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	in[1]	out[0]
FP16	Shape: Supports input of Rank between 1 and 4.	Shape: Supports input of Rank between 1 and 4.	Shape: Supports output of Rank between 1 and 4.
INT16	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
INT8	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.

ElementWiseMinimum

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	in[1]	out[0]
FP16	Shape: Supports input of Rank between 1 and 4.	Shape: Supports input of Rank between 1 and 4.	Shape: Supports output of Rank between 1 and 4.
INT16	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
INT8	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.

ElementWiseMultiply

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	in[1]	out[0]
All			Shape: Supports output of Rank between 1 and 5.
FP16	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.
INT16	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.
INT8	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.
OTHERS	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.

ElementWiseNeg

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

ElementWiseNeuron

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	out[0]
FP16	Shape: Max supported input rank is 4. (Except Relu supports rank 5) Supported datatypes: ELU: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. GELU: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. HARDSIGMOID: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. HARDSWISH: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. RELU: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. RELUMINMAX: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SIGMOID: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SOFTPLUS: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. TANH: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32.	Shape: Max supported output rank is 4 (Except Relu supports rank 5). Supported datatypes: ELU: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. GELU: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. HARDSIGMOID: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. HARDSWISH: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. RELU: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. RELUMINMAX: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SIGMOID: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SOFTPLUS: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. TANH: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32.
INT16	Shape: Max supported input rank is 4. Except for HARDSIGMOID, RELU, RELUMINMAX, SIGMOID which support max input rank of 5. Supported datatypes: ELU: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. GELU: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. HARDSIGMOID: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. HARDSWISH: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. RELU: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. RELUMINMAX: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. SIGMOID: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. SOFTPLUS: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. TANH: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on width and channel.	Shape: Max supported input rank is 4. Except for HARDSIGMOID, RELU, RELUMINMAX, SIGMOID which support max input rank of 5. Supported datatypes: ELU: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. GELU: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. HARDSIGMOID: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. HARDSWISH: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. RELU: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. RELUMINMAX: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. SIGMOID: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. SOFTPLUS: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. TANH: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on width and channel.
INT8	Shape: Max supported input rank is 4. Except for HARDSIGMOID, RELU, RELUMINMAX, SIGMOID which support max input rank of 5. Supported datatypes: ELU: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. GELU: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. HARDSIGMOID: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. HARDSWISH: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. RELU: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. RELUMINMAX: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. SIGMOID: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. SOFTPLUS: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. TANH: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16.	Shape: Max supported input rank is 4. Except for HARDSIGMOID, RELU, RELUMINMAX, SIGMOID which support max input rank of 5. Supported datatypes: ELU: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. GELU: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. HARDSIGMOID: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. HARDSWISH: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. RELU: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. RELUMINMAX: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. SIGMOID: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. SOFTPLUS: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. TANH: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16.
OTHERS	Shape: Max supported input rank is 4. Except for RELU, RELUMINMAX, SIGMOID which support max input rank of 5. Supported datatypes: ELU: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. GELU: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. HARDSIGMOID: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. HARDSWISH: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. RELU: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. RELUMINMAX: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. SIGMOID: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. SOFTPLUS: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. TANH: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16.	Shape: Max supported input rank is 4. Except for RELU, RELUMINMAX, SIGMOID which support max input rank of 5. Supported datatypes: ELU: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. GELU: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. HARDSIGMOID: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. HARDSWISH: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. RELU: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. RELUMINMAX: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_INT_32. SIGMOID: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. SOFTPLUS: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16. TANH: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_UFIXED_POINT_16.

ElementWiseNot

Datatypes

Configuration	in[0]	out[0]
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

ElementWiseNotEqual

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_BOOL_8
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_BOOL_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_BOOL_8
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_BOOL_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_BOOL_8

Constraints

Configuration	in[0]	in[1]	out[0]
FP16	Shape: Supports input of Rank between 1 and 4.	Shape: Supports input of Rank between 1 and 4.	Shape: Supports output of Rank between 1 and 4.
INT16	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.
INT8	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.
OTHERS	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.

ElementWiseOr

Datatypes

Configuration	in[0]	in[1]	out[0]
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8

Constraints

Configuration	in[0]	in[1]	out[0]
INT8	Shape: Max supported input rank is 4.	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.
OTHERS	Shape: Max supported input rank is 4.	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

ElementWisePower

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	in[1]	out[0]
FP16	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
INT16	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
INT8	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.

ElementWiseRound

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

ElementWiseRsqrt

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.

ElementWiseSelect

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
FP16	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16
INT16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16
INT16	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16
INT16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32
OTHERS	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	in[1]	in[2]	out[0]
FP16	Shape: Max supported input rank is 5.	Shape: Max supported input rank is 5.	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT16	Shape: Max supported input rank is 5.	Shape: Max supported input rank is 5.	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT8	Shape: Max supported input rank is 5.	Shape: Max supported input rank is 5.	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
OTHERS	Shape: Max supported input rank is 5.	Shape: Max supported input rank is 5.	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.

ElementWiseSign

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
INT16	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.
INT8	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

ElementWiseSin

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

ElementWiseSquaredDifference

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	in[1]	out[0]
FP16	Shape: Supports input of Rank between 1 and 4.	Shape: Supports input of Rank between 1 and 4.	Shape: Supports output of Rank between 1 and 4.
INT16	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
INT8	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.

ElementWiseSquareRoot

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

ElementWiseSubtract

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	in[1]	out[0]
FP16	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
INT16	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
INT8	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.
OTHERS	Shape: Supports input of Rank between 1 and 5.	Shape: Supports input of Rank between 1 and 5.	Shape: Supports output of Rank between 1 and 5.

ElementWiseUnary

Datatypes

Configuration	in[0]	out[0]	operation
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_UINT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32

Constraints

Configuration	in[0]	out[0]
FP16	Shape: Ops that support input rank 4: Atan, Ceil, Cos, Exp, Floor, Log, Neg, Not, Round, Sign, Sin. Ops that support input rank 5: Abs, Rsqrt, Sqrt. Supported datatypes: ABS: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. ASIN: Not supported. ATAN: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. CEIL: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. COS: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. EXP: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. FLOOR: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. LOG: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. NEG: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. NOT: QNN_DATATYPE_BOOL_8. RECIPROCAL: Not supported. ROUND: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. RSQRT: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SIGN: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SIN: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SQRT: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32.	Shape: Ops that support output rank 4: Atan, Ceil, Cos, Exp, Floor, Log, Neg, Not, Round, Sign, Sin. Ops that support output rank 5: Abs, Rsqrt, Sqrt. Supported datatypes: ABS: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. ASIN: Not supported. ATAN: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. CEIL: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. COS: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. EXP: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. FLOOR: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. LOG: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. NEG: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. NOT: QNN_DATATYPE_BOOL_8. RECIPROCAL: Not supported. ROUND: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. RSQRT: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SIGN: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SIN: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SQRT: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32.
INT16	Shape: Ops that support input rank 4: Asin, Atan, Ceil, Cos, Floor, Log, Neg, Not, Round, Sign, Sin, Sqrt. Ops that support input rank 5: Abs, Exp, Rsqrt. Supported datatypes: ABS: QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. ASIN: QNN_DATATYPE_UFIXED_POINT_8. ATAN: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. CEIL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. COS: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. EXP: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. FLOOR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. LOG: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. NEG: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. NOT: QNN_DATATYPE_UFIXED_POINT_8. RECIPROCAL: Not supported. ROUND: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. RSQRT: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. SIGN: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. SIN: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. SQRT: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on width and channel.	Shape: Ops that support output rank 4: Asin, Atan, Ceil, Cos, Floor, Log, Neg, Not, Round, Sign, Sin, Sqrt. Ops that support output rank 5: Abs, Exp, Rsqrt. Supported datatypes: ABS: QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. ASIN: QNN_DATATYPE_UFIXED_POINT_8. ATAN: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. CEIL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. COS: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. EXP: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. FLOOR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. LOG: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. NEG: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. NOT: QNN_DATATYPE_UFIXED_POINT_8. RECIPROCAL: Not supported. ROUND: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. RSQRT: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. SIGN: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. SIN: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. SQRT: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on width and channel.
INT8	Shape: Ops that support input rank 4: Asin, Atan, Ceil, Cos, Floor, Log, Neg, Not, Round, Sign, Sin, Sqrt. Ops that support input rank 5: Abs, Exp, Rsqrt. Supported datatypes: ABS: QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. ASIN: QNN_DATATYPE_UFIXED_POINT_8. ATAN: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. CEIL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. COS: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. EXP: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. FLOOR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. LOG: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. NEG: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. NOT: QNN_DATATYPE_UFIXED_POINT_8. RECIPROCAL: Not supported. ROUND: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. RSQRT: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. SIGN: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. SIN: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. SQRT: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. Updateable quantization is supported.	Shape: Ops that support output rank 4: Asin, Atan, Ceil, Cos, Floor, Log, Neg, Not, Round, Sign, Sin, Sqrt. Ops that support output rank 5: Abs, Exp, Rsqrt. Supported datatypes: ABS: QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. ASIN: QNN_DATATYPE_UFIXED_POINT_8. ATAN: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. CEIL: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. COS: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. EXP: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. FLOOR: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. LOG: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. NEG: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. NOT: QNN_DATATYPE_UFIXED_POINT_8. RECIPROCAL: Not supported. ROUND: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. RSQRT: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. SIGN: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. SIN: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. SQRT: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16. Updateable quantization is supported.
OTHERS	Shape: Ops that support input rank 4: Atan, Ceil, Cos, Exp, Floor, Log, Neg, Not, Round, Rsqrt, Sign, Sin, Sqrt. Ops that support input rank 5: Abs. Supported datatypes: ABS: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. ASIN: Not supported. ATAN: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. CEIL: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. COS: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. EXP: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. FLOOR: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. LOG: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. NEG: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. NOT: QNN_DATATYPE_BOOL_8. RECIPROCAL: Not supported. ROUND: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. RSQRT: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SIGN: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SIN: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SQRT: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32.	Shape: Ops that support output rank 4: Atan, Ceil, Cos, Exp, Floor, Log, Neg, Not, Round, Rsqrt, Sign, Sin, Sqrt. Ops that support output rank 5: Abs. Supported datatypes: ABS: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. ASIN: Not supported. ATAN: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. CEIL: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. COS: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. EXP: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. FLOOR: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. LOG: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. NEG: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. NOT: QNN_DATATYPE_BOOL_8. RECIPROCAL: Not supported. ROUND: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. RSQRT: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SIGN: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SIN: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32. SQRT: QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32.

ElementWiseXor

Datatypes

Configuration	in[0]	in[1]	out[0]
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8

Constraints

Configuration	in[0]	in[1]	out[0]
INT8	Shape: Max supported input rank is 4.	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.
OTHERS	Shape: Max supported input rank is 4.	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

Elu

Datatypes

Configuration	in[0]	out[0]	alpha
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_FLOAT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_FLOAT_32

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

ExpandDims

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UINT_8	QNN_DATATYPE_UINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 5.
INT16	Dynamic Shape: Dynamic dims are supported on width.	Dynamic Shape: Dynamic dims are supported on width.

ExtractGlimpse

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8

ExtractPatches

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Input rank must be 4.	Shape: Onput rank must be 4.

FullyConnected

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	in[1]	out[0]	keep_dims
All	Shape: Max supported input rank is 4.		Shape: Max supported output rank is 4.	Only support default value 0
FP16		QNN_DATATYPE_SFIXED_POINT_8 data is supported if quantization encoding is QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET or QNN_QUANTIZATION_ENCODING_BLOCK. The weight tensor must be static in this case.
INT16		UFIXED_POINT_8 weights must be 8bit or 4bit and must have rank 2. Given a 2D weight of dimensions [m n], QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET and QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET is supported with only axis ‘m’ and the values are expected to be signed and symmetrically quantized. The Tensor must be static when using QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET. When using QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, either the Tensor must be static, or the chain of ops preceding the Tensor must all have static inputs. QNN_QUANTIZATION_ENCODING_BLOCKWISE_EXPANSION is supported with expansion on channel axis only and the block-quant weights are expected to be signed and symmetrically quantized. Weight tensor or the chain of ops preceding the weight Tensor must all have static inputs. QNN_QUANTIZATION_ENCODING_BLOCKWISE_EXPANSION requires minimum arch v69.
INT16		UFIXED_POINT_8 weights must be 8bit or 4bit and must have rank 2. Given a 2D weight of dimensions [m n], QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET and QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET is supported with only axis ‘m’ and the values are expected to be signed and symmetrically quantized. The Tensor must be static when using QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET. When using QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, either the Tensor must be static, or the chain of ops preceding the Tensor must all have static inputs. 16bit Weight must have 16bit Activation and must be symmetric quantized. 16bit Activation and 16bit Weight require minimum arch V73.
INT8		UFIXED_POINT_8 weights must be 8bit or 4bit and must have rank 2. Given a 2D weight of dimensions [m n], QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET and QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET is supported with only axis ‘m’ and the values are expected to be signed and symmetrically quantized. The Tensor must be static when using QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET. When using QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, either the Tensor must be static, or the chain of ops preceding the Tensor must all have static inputs. QNN_QUANTIZATION_ENCODING_BLOCKWISE_EXPANSION is supported with expansion on channel axis only and the block-quant weights are expected to be signed and symmetrically quantized. Weight tensor or the chain of ops preceding the weight Tensor must all have static inputs. QNN_QUANTIZATION_ENCODING_BLOCKWISE_EXPANSION requires minimum arch v69.

Quantization

Configuration	in[1]	in[2]
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 0 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric

Gather

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_INT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	in[1]	out[0]
All	Shape: Max supported input rank is 5.	Shape: Max supported index rank is 5. Value: Only supports index values in range [0, in[0].dim[axis] - 1].
FP16			Shape: Max supported output rank is 5.
INT16			Shape: Max supported output rank is 5.
INT16	Updateable quantization is supported.	Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on channel.	Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on width.
INT8			Shape: Max supported output rank is 5.
OTHERS			Input quantization must be equal to output quantization. Shape: Max supported output rank is 5.

Quantization

Configuration	out[0]
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: SCALE_OFFSET
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: SCALE_OFFSET
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: SCALE_OFFSET
OTHERS	Quantization Parameters Config: Datatype: QNN_DATATYPE_UINT_32 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric
OTHERS	Quantization Parameters Config: Datatype: QNN_DATATYPE_UINT_32 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric
OTHERS	Quantization Parameters Config: Datatype: QNN_DATATYPE_INT_32 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric
OTHERS	Quantization Parameters Config: Datatype: QNN_DATATYPE_INT_32 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric

GatherElements

Datatypes

Configuration	in[0]	in[1]	out[0]	axis
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32

Constraints

Configuration	in[0]	in[1]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported index rank is 4.
FP16			Shape: Max supported output rank is 4.
INT16			Shape: Max supported output rank is 4.
INT8			Shape: Max supported output rank is 4.
OTHERS			Shape: Max supported output rank is 4.

Quantization

Configuration	out[0]
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: SCALE_OFFSET
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: SCALE_OFFSET

GatherNd

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_INT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	in[1]	out[0]
FP16	Shape: Max supported input rank is 4.	Shape: Max supported index rank is 4.	Shape: Max supported output rank is 4.
INT16	Shape: Max supported input rank is 5.	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT8	Shape: Max supported input rank is 5.	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
OTHERS	Shape: Max supported input rank is 5.	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.

Quantization

Configuration	out[0]
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: SCALE_OFFSET
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: SCALE_OFFSET

Gelu

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

GetSparseIndices

Datatypes

Configuration	in[0]	out[0]
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]
INT8	Shape: Max supported sparse input rank is 5.

GetSparseValues

Datatypes

Configuration	in[0]	out[0]
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8

Constraints

Configuration	in[0]
INT8	Shape: Max supported sparse input rank is 5.

GridSample

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8

Constraints

Configuration	in[0]	in[1]	out[0]
FP16	Shape: Max Supported input rank is 4.	Shape: Max Supported input rank is 4.	Shape: Max supported output rank is 4.
INT16	Shape: Max Supported input rank is 5.	Shape: Max Supported input rank is 5.	Shape: Max supported output rank is 5.
INT8	Shape: Max Supported input rank is 5.	Shape: Max Supported input rank is 5.	Shape: Max supported output rank is 5.

GroupNorm

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8

Constraints

Configuration	in[0]	in[1]	in[2]	out[0]
FP16	Shape: Max supported input rank is 4.			Shape: Max supported output rank is 4.
INT16	Updateable quantization is supported.	Updateable quantization is supported.	Updateable quantization is supported.	Updateable quantization is supported.

HardSwish

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

InstanceNorm

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8

Constraints

Configuration	in[0]	in[1]	in[2]	out[0]	mode	region
FP16	Shape: InstanceNorms of input Rank = 4 are supported. If input Rank < 4 then support is only possible if the outermost dimension is of size 1.
INT16	Shape: InstanceNorms of input Rank = 4 are supported. If input Rank < 4 then support is only possible if the outermost dimension is of size 1.			Shape: Max supported output rank is 4.	Value: Only supports mode MU_SIGMA	Value: Only supports region ACROSS_SPATIAL
INT16	Updateable quantization is supported.	Updateable quantization is supported.	Updateable quantization is supported.	Updateable quantization is supported.
INT8	Shape: InstanceNorms of input Rank = 4 are supported. If input Rank < 4 then support is only possible if the outermost dimension is of size 1.			Shape: Max supported output rank is 4.	Value: Only supports mode MU_SIGMA	Value: Only supports region ACROSS_SPATIAL

L2Norm

Datatypes

Configuration	in[0]	out[0]	axis	axes	epsilon
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

LayerNorm

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	in[1]	in[2]	out[0]	axes
All	Shape: Max supported input rank is 4.			Shape: Max supported output rank is 4.	Value: Only supports normalization on final dimension or last three dimensions of 4D inputs
INT16		Shape: Max supported input rank is 4.	Shape: Max supported input rank is 4.
INT16	Updateable quantization is supported.	Updateable quantization is supported.	Updateable quantization is supported.	Updateable quantization is supported.
INT16		16bit Input and 16bit Gamma require minimum arch V73.
INT8		Shape: Max supported input rank is 4.	Shape: Max supported input rank is 4.

Quantization

Configuration	in[1]	in[2]
INT16		Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8		Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8		Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric

LogSoftmax

Datatypes

Configuration	in[0]	out[0]	beta
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32

Constraints

Configuration	in[0]	out[0]	axis
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.	only default N-1 supported

Lrn

Datatypes

Configuration	in[0]	out[0]	alpha	beta	bias	radius	region
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	out[0]	region
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.
FP16			Value: Only supports Input dimensions where Height x Width is less than 1024 for Within channel cases

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[12]	in[13]	in[14]	in[15]	in[16]	in[17]	in[18]	in[19]	in[20]	in[21]	in[22]	in[23]	in[24]	out[0]	out[1]	out[2]	hidden_state_offset
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	in[12]	in[13]	in[14]	in[15]	in[24]	direction	time_major
All	Shape: Input rank must be 2.					reset only supports default
FP16		LayerNorm not currently supported	LayerNorm not currently supported	LayerNorm not currently supported	LayerNorm not currently supported			Not applicable for 2D input and is ignored.
INT8							Support only forward for direction	Not applicable for 2D input and is ignored.

MatMul

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	in[1]	in[2]	out[0]
All	Shape: Max supported input rank is 5.	Shape: Max supported input rank is 5.		Shape: Max supported output rank is 5.
FP16		QNN_DATATYPE_SFIXED_POINT_8 data is supported if quantization encoding is QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET or QNN_QUANTIZATION_ENCODING_BLOCK. The weight tensor must be static in this case.
INT16	Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on width and channel.	Given a tensor of shape […, m, n], QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET and QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET is supported with only axis ‘m’ or ‘n’. The quantization axis is determined by paramater QNN_OP_MAT_MUL_PARAM_TRANSPOSE_IN1. It is ‘m’ if the param is true, else it is ‘n’. Values are expected to be signed and symmetrically quantized. Tensor must be static if using QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET. When using QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, either the Tensor must be static, or the chain of ops preceding the Tensor must all have static inputs. QNN_QUANTIZATION_ENCODING_BLOCKWISE_EXPANSION is supported with expansion on channel axis only and the block-quant weights are expected to be signed and symmetrically quantized. Weight tensor or the chain of ops preceding the weight Tensor must all have static inputs. QNN_QUANTIZATION_ENCODING_BLOCKWISE_EXPANSION requires minimum arch v69. Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on width and channel.	Updateable quantization is supported.	Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on width and channel.
INT16		16bit Weight must be symmetric quantized. 16bit Activation and 16bit Weight require minimum arch V73.
INT8		Given a tensor of shape […, m, n], QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET and QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET is supported with only axis ‘m’ or ‘n’. The quantization axis is determined by paramater QNN_OP_MAT_MUL_PARAM_TRANSPOSE_IN1. It is ‘m’ if the param is true, else it is ‘n’. Values are expected to be signed and symmetrically quantized. Tensor must be static if using QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET. When using QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, either the Tensor must be static, or the chain of ops preceding the Tensor must all have static inputs. QNN_QUANTIZATION_ENCODING_BLOCKWISE_EXPANSION is supported with expansion on channel axis only and the block-quant weights are expected to be signed and symmetrically quantized. QNN_OP_MAT_MUL_PARAM_TRANSPOSE_IN1 must be false with QNN_QUANTIZATION_ENCODING_BLOCKWISE_EXPANSION. Weight tensor or the chain of ops preceding the weight Tensor must all have static inputs. QNN_QUANTIZATION_ENCODING_BLOCKWISE_EXPANSION requires minimum arch v69.

Quantization

Configuration	in[1]
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric

MultiClassNms

Datatypes

Configuration	in[0]	in[1]	in[2..m]	out[0]	out[1]	out[2]	out[3]	out[4..M]
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_SFIXED_POINT_8
INT16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_SFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_INT_32
INT16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_SFIXED_POINT_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_SFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_INT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_SFIXED_POINT_8
INT16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_SFIXED_POINT_16
INT16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_INT_32
INT16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_INT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32
INT8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_INT_32
INT8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32
INT8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_INT_32
INT8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32

NonMaxSuppression

Datatypes

Configuration	in[0]	in[1]	out[0]	out[1]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32

NonZero

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_INT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]
All	Shape: Max supported input rank is 4.
FP16	Shape: Max supported input rank is 4.
INT16	Shape: Max supported input rank is 4.
INT8	Shape: Max supported input rank is 4.
OTHERS	Shape: Max supported input rank is 4.

OneHot

Datatypes

Configuration	in[0]	out[0]	on_value	off_value
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 2.	Shape: Max supported output rank is 3.

Pack

Datatypes

Configuration	in[0..m]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0..m]	out[0]
All	Shape: Supports Rank in range [1, 4].	Shape: Supports Rank = rank(in[0]) + 1.

Pad

Datatypes

Configuration	in[0]	out[0]	pad_constant_value
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_INT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_FLOAT_32

Constraints

Configuration	in[0]	out[0]	scheme	pad_constant_value
FP16	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.	Value: Only support schemes CONSTANT, MIRROR_REFLECT, MIRROR_SYMMETRIC, EDGE
INT16	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.		pad_constant_value is quantizable with quantization params same as in[0]. Results are stored in 32-bit signed integer form.
INT8	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.		pad_constant_value is quantizable with quantization params same as in[0]. Results are stored in 32-bit signed integer form.

PoolAvg2d

Datatypes

Configuration	in[0]	out[0]	rounding_mode
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_UINT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32

PoolAvg3d

Datatypes

Configuration	in[0]	out[0]	rounding_mode
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_UINT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32

Constraints

Configuration	in[0]	out[0]
All	Shape: Input rank must be 5.	Shape: Output rank must be 5.

PoolMax2d

Datatypes

Configuration	in[0]	out[0]	rounding_mode
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_UINT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32

Prelu

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	in[1]	out[0]
All	Shape: Max supported input rank is 5.	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.

Quantize

Datatypes

Configuration	in[0]	out[0]
INT16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
INT16	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT8	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.

ReduceMax

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]	axes
FP16	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.	Value: When input rank is 5, only single axis is supported.
INT16	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT8	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.

ReduceMean

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
FP16	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT16	Shape: Max supported input rank is 5. Updateable quantization is supported.	Shape: Max supported output rank is 5. Updateable quantization is supported.
INT8	Shape: Max supported input rank is 5. Updateable quantization is supported.	Shape: Max supported output rank is 5. Updateable quantization is supported.

ReduceMin

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	out[0]	axes
FP16	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.	Value: When input rank is 5, only single axis is supported.
INT16	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT8	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
OTHERS	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.

ReduceSum

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	out[0]
FP16	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT16	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT8	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
OTHERS	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.

Relu

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
FP16	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT16	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT8	Shape: Max supported input rank is 5. Updateable quantization is supported.	Shape: Max supported output rank is 5.

Relu1

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
FP16	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

Relu6

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
FP16	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

ReluMinMax

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	out[0]
FP16	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.
INT16	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT8	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
OTHERS	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.

Reshape

Datatypes

Configuration	in[0]	in[1]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_BOOL_8
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32
OTHERS	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8
OTHERS	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_32

Constraints

Configuration	in[0]	in[1]	out[0]
All	Shape: Supports Rank in range [1, 5].	This input is not supported.	Shape: Supports Rank in range [1, 5].
INT16	Updateable quantization is supported.		Updateable quantization is supported.
INT8	Updateable quantization is supported.	Updateable quantization is supported.	Updateable quantization is supported.

Resize

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]	nearest_mode
All	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.	Only supports QNN_OP_RESIZE_NEAREST_MODE_FLOOR, except for when QNN_OP_RESIZE_PARAM_TRANSFORMATION_MODE is set to QNN_OP_RESIZE_TRANSFORMATION_MODE_ALIGN_CORNERS which only supports QNN_OP_RESIZE_NEAREST_MODE_ROUND_PREFER_CEIL. If QNN_OP_RESIZE_PARAM_NEAREST_MODE is not set, HTP follows above rules implicitly.
INT16	Updateable quantization is supported.	Updateable quantization is supported.

ResizeBilinear

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

ResizeNearestNeighbor

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
INT16	Updateable quantization is supported.	Updateable quantization is supported.

RmsNorm

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8

Constraints

Configuration	in[0]	in[1]	in[2]	out[0]	axes
All	Shape: Max supported input rank is 4.			Shape: Max supported output rank is 4.	Value: Only supports normalization on channel
INT16	Updateable quantization is supported.		Updateable quantization is supported.	Updateable quantization is supported.
INT16	Dynamic Shape: Dynamic dims are supported on width and channel.		QNN_DATATYPE_SFIXED_POINT_32 must be symmetric quantized.	Dynamic Shape: Dynamic dims are supported on width and channel.
INT16		Signed 16bit Gamma must be symmetric quantized.
INT16		Updateable quantization is supported.
INT8	Updateable quantization is supported.		Updateable quantization is supported.	Updateable quantization is supported.
INT8			QNN_DATATYPE_SFIXED_POINT_32 must be symmetric quantized.

RoiAlign

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]	aligned	allow_invalid_roi
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8

ScatterElements

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]	axis	reduction
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UINT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_16	QNN_DATATYPE_UINT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_16	QNN_DATATYPE_UINT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_8	QNN_DATATYPE_UINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_8	QNN_DATATYPE_UINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32

Constraints

Configuration	in[0]	in[1]	in[2]	out[0]	axis	reduction
All	Shape: Max supported input rank is 4.	Shape: Max supported input rank is 4.	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.	Value: Value: Must be in range [0, N - 1] where N is the rank of the input tensor
FP16						For FLOAT_16, only NONE reduction is supported. NONE = 0 Indices should not have duplicated values with reduction being NONE.
INT16						Values: NONE = 0, ADD = 1, MUL = 2
INT8						Values: NONE = 0, ADD = 1, MUL = 2

ScatterNd

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_UINT_32	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_INT_32	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	in[1]	in[2]	out[0]
FP16	Shape: Max supported first input rank is 5.	Shape: Max supported second input rank is 6.	Shape: Max supported third input rank is 5.	Shape: Max supported output rank is 5.
INT16	Shape: Max supported first input rank is 5.	Shape: Max supported second input rank is 6.	Shape: Max supported third input rank is 5.	Shape: Max supported output rank is 5.
INT8	Shape: Max supported first input rank is 5.	Shape: Max supported second input rank is 6.	Shape: Max supported third input rank is 5.	Shape: Max supported output rank is 5.
OTHERS	Shape: Max supported first input rank is 5.	Shape: Max supported second input rank is 6.	Shape: Max supported third input rank is 5.	Shape: Max supported output rank is 5.

Sigmoid

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
FP16	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.
INT16	Shape: Max supported input rank is 5. Dynamic Shape: Dynamic dims are supported on width and channel. Updateable quantization is supported.	Shape: Max supported output rank is 5. Dynamic Shape: Dynamic dims are supported on width and channel. Updateable quantization is supported.
INT8	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.

Quantization

Configuration	out[0]
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Scale: 1/65536.0 Offset: 0.0 Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Scale: 1/65536.0 Offset: 0.0 Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Scale: 1/65536.0 Offset: 0.0 Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET Scale: 1/65536.0 Offset: 0.0
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Scale: 1/32768.0 Offset: 0.0 Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Scale: 1/32768.0 Offset: 0.0 Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Scale: 1/32768.0 Offset: 0.0 Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: SCALE_OFFSET Scale: 1/32768.0 Offset: 0.0

Softmax

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_FLOAT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_FLOAT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_FLOAT_32

Constraints

Configuration	in[0]	out[0]	axis
All	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.	only default N-1 supported
INT16	Dynamic Shape: Dynamic dims are supported on height, width and channel. Updateable quantization is supported.	Dynamic Shape: Dynamic dims are supported on height, width and channel. Updateable quantization is supported.
INT16	Dynamic Shape: Dynamic dims are supported on width and channel.	Dynamic Shape: Dynamic dims are supported on width and channel.

SpaceToBatch

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

SpaceToDepth

Datatypes

Configuration	in[0]	out[0]	mode
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_UINT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32

SparseToDense

Datatypes

Configuration	in[0]	out[0]
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
INT8	Shape: Max supported sparse input rank is 5.	Shape: Max supported output rank is 5.

Split

Datatypes

Configuration	in[0]	out[0..m]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32
OTHERS	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_32

Constraints

Configuration	in[0]	out[0..m]
All	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.

Squeeze

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UINT_8	QNN_DATATYPE_UINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT16	Dynamic Shape: Dynamic dims are supported on width.	Dynamic Shape: Dynamic dims are supported on width.

StridedSlice

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT16	Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on width.	Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on width.
INT8	Updateable quantization is supported.	Updateable quantization is supported.

Tanh

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.
FP16		Shape: Max supported output rank is 4.
INT16		Shape: Max supported output rank is 4.
INT16		For datatype QNN_DATATYPE_SFIXED_POINT_16, scale is expected to be 1/32768.0 and offset is expected to be 0.
INT8		Shape: Max supported output rank is 4.

Quantization

Configuration	out[0]
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Scale: 1/32768.0 Offset: -32768.0 Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Scale: 1/32768.0 Offset: -32768.0 Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Scale: 1/32768.0 Offset: -32768.0 Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET Scale: 1/32768.0 Offset: -32768.0
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Scale: 1/32768.0 Offset: 0.0 Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Scale: 1/32768.0 Offset: 0.0 Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Scale: 1/32768.0 Offset: 0.0 Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: SCALE_OFFSET Scale: 1/32768.0 Offset: 0.0

Tile

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8

Constraints

Configuration	in[0]	out[0]
FP16	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT16	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.
INT8	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.
OTHERS	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.

TopK

Datatypes

Configuration	in[0]	out[0]	out[1]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_UINT_32
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_INT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_UINT_32
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_INT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UINT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_INT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_INT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UINT_32
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_INT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 4.	Shape: Max supported output rank is 4.
INT8		Input quantization must be equal to output quantization.

Quantization

Configuration	out[0]
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: SCALE_OFFSET
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: SCALE_OFFSET
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_SCALE_OFFSET Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: SCALE_OFFSET

Transpose

Datatypes

Configuration	in[0]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
OTHERS	QNN_DATATYPE_BOOL_8	QNN_DATATYPE_BOOL_8
OTHERS	QNN_DATATYPE_UINT_32	QNN_DATATYPE_UINT_32
OTHERS	QNN_DATATYPE_INT_32	QNN_DATATYPE_INT_32
OTHERS	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32

Constraints

Configuration	in[0]	out[0]
All	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 5.
INT16	Supported datatypes: Transpose 4D: QNN_DATATYPE_BOOL_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32, QNN_DATATYPE_UINT_32. Transpose 5D: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32 Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on height, width and channel.	Updateable quantization is supported. Dynamic Shape: Dynamic dims are supported on height, width and channel.
INT8	Dynamic Shape: Dynamic dims are supported on height, width and channel. Supported datatypes: Transpose 4D: QNN_DATATYPE_BOOL_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32, QNN_DATATYPE_UINT_32. Transpose 5D: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32 Updateable quantization is supported.	Dynamic Shape: Dynamic dims are supported on height, width and channel. Updateable quantization is supported.
OTHERS	Supported datatypes: Transpose 4D: QNN_DATATYPE_BOOL_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32, QNN_DATATYPE_UINT_32. Transpose 5D: QNN_DATATYPE_BOOL_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32
OTHERS	Supported datatypes: Transpose 4D: QNN_DATATYPE_BOOL_8, QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_SFIXED_POINT_16, QNN_DATATYPE_INT_32, QNN_DATATYPE_UINT_32. Transpose 5D: QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8, QNN_DATATYPE_UFIXED_POINT_16, QNN_DATATYPE_FLOAT_16, QNN_DATATYPE_FLOAT_32

TransposeConv2d

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8, QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_SFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[1]	in[2]
INT16	QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET and QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET is supported with only channel axis and the weights are expected to be signed and symmetrically quantized. Weight Tensor must be static when using QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET. When using QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, either the weight Tensor must be static, or the chain of ops preceding the weight Tensor must all have static inputs.	QNN_DATATYPE_SFIXED_POINT_32 must be symmetric quantized. For the channel scaling case, bias quantization encodings are expected to be scale = 0, offset = 0
INT16	QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET and QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET is supported with only channel axis and the weights are expected to be signed and symmetrically quantized. Weight Tensor must be static when using QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET. When using QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, either the weight Tensor must be static, or the chain of ops preceding the weight Tensor must all have static inputs. 16bit Weight must be symmetric quantized. 16bit Activation and 16bit Weight require minimum arch V73.
INT16	QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET and QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET is supported with only channel axis and the weights are expected to be signed and symmetrically quantized. Weight Tensor must be static when using QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET. When using QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, either the weight Tensor must be static, or the chain of ops preceding the weight Tensor must all have static inputs. 16bit Weight must have 16bit Activation and must be symmetric quantized. 16bit Activation and 16bit Weight require minimum arch V73.
INT8	QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET and QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET is supported with only channel axis and the weights are expected to be signed and symmetrically quantized. Weight Tensor must be static when using QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET. When using QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, either the weight Tensor must be static, or the chain of ops preceding the weight Tensor must all have static inputs.	QNN_DATATYPE_SFIXED_POINT_32 must be symmetric quantized. For the channel scaling case, bias quantization encodings are expected to be scale = 0, offset = 0
INT8	QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET and QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET is supported with only channel axis and the weights are expected to be signed and symmetrically quantized. Weight Tensor must be static when using QNN_QUANTIZATION_ENCODING_BW_AXIS_SCALE_OFFSET. When using QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET, either the weight Tensor must be static, or the chain of ops preceding the weight Tensor must all have static inputs. 16bit Weight must have 16bit Activation and must be symmetric quantized. 16bit Activation and 16bit Weight require minimum arch V73.

Quantization

Configuration	in[1]	in[2]
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_16 Encoding: SCALE_OFFSET Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: BW_AXIS_SCALE_OFFSET Axis: 3 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric

TransposeConv3d

Datatypes

Configuration	in[0]	in[1]	in[2]	out[0]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_16
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_32	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	in[1]	in[2]	out[0]	dilation
All	Shape: Input rank must be 5.	Shape: Weight rank must be 5.		Shape: Output rank must be 5	Value: Only supports dilation if stride in height and width = 1 Value: Only supports dilation of 1 in the depth dimension
INT16		QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET is supported with only channel axis and the weights are expected to be signed and symmetrically quantized.	QNN_DATATYPE_SFIXED_POINT_32 must be symmetric quantized.
INT8		QNN_QUANTIZATION_ENCODING_AXIS_SCALE_OFFSET is supported with only channel axis and the weights are expected to be signed and symmetrically quantized.	QNN_DATATYPE_SFIXED_POINT_32 must be symmetric quantized.

Quantization

Configuration	in[1]	in[2]
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric
INT16	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_UFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric
INT8	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_8 Encoding: AXIS_SCALE_OFFSET Axis: 4 Symmetry: Symmetric	Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_AXIS_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: BW_SCALE_OFFSET Symmetry: Symmetric Quantization Parameters Config: Datatype: QNN_DATATYPE_SFIXED_POINT_32 Encoding: SCALE_OFFSET Symmetry: Symmetric

UnPack

Datatypes

Configuration	in[0]	out[0..m]
FP16	QNN_DATATYPE_FLOAT_16	QNN_DATATYPE_FLOAT_16
FP16	QNN_DATATYPE_FLOAT_32	QNN_DATATYPE_FLOAT_32
INT16	QNN_DATATYPE_UFIXED_POINT_16	QNN_DATATYPE_UFIXED_POINT_16
INT8	QNN_DATATYPE_UFIXED_POINT_8	QNN_DATATYPE_UFIXED_POINT_8
INT8	QNN_DATATYPE_SFIXED_POINT_8	QNN_DATATYPE_SFIXED_POINT_8

Constraints

Configuration	in[0]	out[0..m]
All	Shape: Max supported input rank is 5.	Shape: Max supported output rank is 4.
INT16		Input quantization must be equal to output quantization.
INT8		Input quantization must be equal to output quantization.