nnfw::cker::DepthwiseConvParams Struct Reference

#include <Types.h>

Collaboration diagram for nnfw::cker::DepthwiseConvParams:

Data Fields
PaddingType	padding_type
PaddingValues	padding_values
int16_t	stride_width
int16_t	stride_height
int16_t	dilation_width_factor
int16_t	dilation_height_factor
int16_t	depth_multiplier
int32_t	input_offset
int32_t	weights_offset
int32_t	output_offset
int32_t	output_multiplier
int	output_shift
int32_t	quantized_activation_min
int32_t	quantized_activation_max
float	float_activation_min
float	float_activation_max

Detailed Description

Definition at line 231 of file Types.h.

Field Documentation

depth_multiplier

int16_t nnfw::cker::DepthwiseConvParams::depth_multiplier

Definition at line 239 of file Types.h.

Referenced by nnfw::cker::train::backpropFilter(), nnfw::cker::train::backpropInput(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convFloat32(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8i(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8iHybridPerChannel(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerChannel(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerTensor(), nnfw::cker::optimized_integer_ops::depthwise_conv::DepthwiseConvGeneral(), nnfw::cker::optimized::depthwise_conv::DepthwiseConvGeneral(), nnfw::cker::reference_integer_ops::DepthwiseConvHybridPerChannel(), nnfw::cker::optimized::DepthwiseConvImpl(), nnfw::cker::DepthwiseConvOp(), nnfw::cker::reference_integer_ops::DepthwiseConvPerChannel(), nnfw::cker::optimized_integer_ops::DepthwiseConvWithRounding(), and nnfw::cker::optimized::DepthwiseConvWithRounding().

dilation_height_factor

int16_t nnfw::cker::DepthwiseConvParams::dilation_height_factor

Definition at line 238 of file Types.h.

Referenced by nnfw::cker::train::backpropFilter(), nnfw::cker::train::backpropInput(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convFloat32(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8i(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8iHybridPerChannel(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerChannel(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerTensor(), nnfw::cker::optimized_integer_ops::depthwise_conv::DepthwiseConvGeneral(), nnfw::cker::optimized::depthwise_conv::DepthwiseConvGeneral(), nnfw::cker::reference_integer_ops::DepthwiseConvHybridPerChannel(), nnfw::cker::optimized::DepthwiseConvImpl(), nnfw::cker::DepthwiseConvOp(), nnfw::cker::reference_integer_ops::DepthwiseConvPerChannel(), nnfw::cker::optimized_integer_ops::DepthwiseConvWithRounding(), and nnfw::cker::optimized::DepthwiseConvWithRounding().

dilation_width_factor

int16_t nnfw::cker::DepthwiseConvParams::dilation_width_factor

Definition at line 237 of file Types.h.

Referenced by nnfw::cker::train::backpropFilter(), nnfw::cker::train::backpropInput(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convFloat32(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8i(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8iHybridPerChannel(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerChannel(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerTensor(), nnfw::cker::optimized_integer_ops::depthwise_conv::DepthwiseConvGeneral(), nnfw::cker::optimized::depthwise_conv::DepthwiseConvGeneral(), nnfw::cker::reference_integer_ops::DepthwiseConvHybridPerChannel(), nnfw::cker::optimized::DepthwiseConvImpl(), nnfw::cker::DepthwiseConvOp(), nnfw::cker::reference_integer_ops::DepthwiseConvPerChannel(), nnfw::cker::optimized_integer_ops::DepthwiseConvWithRounding(), and nnfw::cker::optimized::DepthwiseConvWithRounding().

float_activation_max

float nnfw::cker::DepthwiseConvParams::float_activation_max

Definition at line 252 of file Types.h.

Referenced by onert::backend::cpu::ops::DepthwiseConvolutionLayer::convFloat32(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8iHybridPerChannel(), nnfw::cker::reference_integer_ops::DepthwiseConvHybridPerChannel(), nnfw::cker::optimized::DepthwiseConvImpl(), and nnfw::cker::DepthwiseConvOp().

float_activation_min

float nnfw::cker::DepthwiseConvParams::float_activation_min

Definition at line 251 of file Types.h.

Referenced by onert::backend::cpu::ops::DepthwiseConvolutionLayer::convFloat32(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8iHybridPerChannel(), nnfw::cker::reference_integer_ops::DepthwiseConvHybridPerChannel(), nnfw::cker::optimized::DepthwiseConvImpl(), and nnfw::cker::DepthwiseConvOp().

input_offset

int32_t nnfw::cker::DepthwiseConvParams::input_offset

Definition at line 242 of file Types.h.

Referenced by onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8i(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerChannel(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerTensor(), nnfw::cker::optimized_integer_ops::depthwise_conv::DepthwiseConvGeneral(), nnfw::cker::optimized::depthwise_conv::DepthwiseConvGeneral(), and nnfw::cker::reference_integer_ops::DepthwiseConvPerChannel().

output_multiplier

int32_t nnfw::cker::DepthwiseConvParams::output_multiplier

Definition at line 245 of file Types.h.

Referenced by onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerTensor(), and nnfw::cker::optimized::depthwise_conv::DepthwiseConvGeneral().

output_offset

int32_t nnfw::cker::DepthwiseConvParams::output_offset

Definition at line 244 of file Types.h.

Referenced by onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8i(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerChannel(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerTensor(), nnfw::cker::optimized_integer_ops::depthwise_conv::DepthwiseConvGeneral(), nnfw::cker::optimized::depthwise_conv::DepthwiseConvGeneral(), and nnfw::cker::reference_integer_ops::DepthwiseConvPerChannel().

output_shift

int nnfw::cker::DepthwiseConvParams::output_shift

Definition at line 246 of file Types.h.

Referenced by onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerTensor(), and nnfw::cker::optimized::depthwise_conv::DepthwiseConvGeneral().

padding_type

PaddingType nnfw::cker::DepthwiseConvParams::padding_type

Definition at line 233 of file Types.h.

Referenced by onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8i().

padding_values

PaddingValues nnfw::cker::DepthwiseConvParams::padding_values

Definition at line 234 of file Types.h.

Referenced by nnfw::cker::train::backpropFilter(), nnfw::cker::train::backpropInput(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convFloat32(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8i(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8iHybridPerChannel(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerChannel(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerTensor(), nnfw::cker::optimized_integer_ops::depthwise_conv::DepthwiseConvGeneral(), nnfw::cker::optimized::depthwise_conv::DepthwiseConvGeneral(), nnfw::cker::reference_integer_ops::DepthwiseConvHybridPerChannel(), nnfw::cker::optimized::DepthwiseConvImpl(), nnfw::cker::DepthwiseConvOp(), nnfw::cker::reference_integer_ops::DepthwiseConvPerChannel(), and nnfw::cker::optimized_integer_ops::DepthwiseConvWithRounding().

quantized_activation_max

int32_t nnfw::cker::DepthwiseConvParams::quantized_activation_max

Definition at line 249 of file Types.h.

Referenced by onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8i(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerChannel(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerTensor(), nnfw::cker::optimized_integer_ops::depthwise_conv::DepthwiseConvGeneral(), nnfw::cker::optimized::depthwise_conv::DepthwiseConvGeneral(), nnfw::cker::reference_integer_ops::DepthwiseConvPerChannel(), and nnfw::cker::optimized::DepthwiseConvWithRounding().

quantized_activation_min

int32_t nnfw::cker::DepthwiseConvParams::quantized_activation_min

Definition at line 248 of file Types.h.

Referenced by onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8i(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerChannel(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerTensor(), nnfw::cker::optimized_integer_ops::depthwise_conv::DepthwiseConvGeneral(), nnfw::cker::optimized::depthwise_conv::DepthwiseConvGeneral(), nnfw::cker::reference_integer_ops::DepthwiseConvPerChannel(), and nnfw::cker::optimized::DepthwiseConvWithRounding().

stride_height

int16_t nnfw::cker::DepthwiseConvParams::stride_height

Definition at line 236 of file Types.h.

Referenced by nnfw::cker::train::backpropFilter(), nnfw::cker::train::backpropInput(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convFloat32(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8i(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8iHybridPerChannel(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerChannel(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerTensor(), nnfw::cker::optimized_integer_ops::depthwise_conv::DepthwiseConvGeneral(), nnfw::cker::optimized::depthwise_conv::DepthwiseConvGeneral(), nnfw::cker::reference_integer_ops::DepthwiseConvHybridPerChannel(), nnfw::cker::optimized::DepthwiseConvImpl(), nnfw::cker::DepthwiseConvOp(), nnfw::cker::reference_integer_ops::DepthwiseConvPerChannel(), and nnfw::cker::optimized_integer_ops::DepthwiseConvWithRounding().

stride_width

int16_t nnfw::cker::DepthwiseConvParams::stride_width

Definition at line 235 of file Types.h.

Referenced by nnfw::cker::train::backpropFilter(), nnfw::cker::train::backpropInput(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convFloat32(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8i(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8iHybridPerChannel(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerChannel(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerTensor(), nnfw::cker::optimized_integer_ops::depthwise_conv::DepthwiseConvGeneral(), nnfw::cker::optimized::depthwise_conv::DepthwiseConvGeneral(), nnfw::cker::reference_integer_ops::DepthwiseConvHybridPerChannel(), nnfw::cker::optimized::DepthwiseConvImpl(), nnfw::cker::DepthwiseConvOp(), nnfw::cker::reference_integer_ops::DepthwiseConvPerChannel(), and nnfw::cker::optimized_integer_ops::DepthwiseConvWithRounding().

weights_offset

int32_t nnfw::cker::DepthwiseConvParams::weights_offset

Definition at line 243 of file Types.h.

Referenced by onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8i(), onert::backend::cpu::ops::DepthwiseConvolutionLayer::convQ8uPerTensor(), and nnfw::cker::optimized::depthwise_conv::DepthwiseConvGeneral().

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The documentation for this struct was generated from the following file:

• compute/cker/include/cker/Types.h