Class Conv2DBackpropInputFusion

Inheritance Relationships

Base Type

  • public Conv2DBackpropInput

Class Documentation

class Conv2DBackpropInputFusion : public Conv2DBackpropInput

Conv2DBackpropInputFusion defined Conv2DBackpropInput operator prototype of lite.

Public Functions

inline Conv2DBackpropInputFusion()

Constructor.

void Init(int64_t in_channel, int64_t out_channel, const std::vector<int64_t> &kernel_size, int64_t mode = 1, const PadMode &pad_mode = VALID, const std::vector<int64_t> &pad = {0, 0, 0, 0}, const std::vector<int64_t> &stride = {1, 1, 1, 1}, const std::vector<int64_t> &dilation = {1, 1, 1, 1}, int64_t group = 1, const Format &format = NCHW, const std::vector<int64_t> &pad_list = {0, 0, 0, 0}, const ActivationType &activation_type = NO_ACTIVATION)

Method to init the op’s attributes.

Parameters

  • in_channel – [in] Define the number of input channel.

  • out_channel – [in] Define the number of output channel.

  • kernel_size – [in] Define the size of the filter kernel.

  • mode – [in] Define the category of conv, which is useless on lite.

  • pad_mode – [in] Define the padding method.

  • pad – [in] Define the concrete padding value on H and W dimension, which is replaced with pad_list.

  • stride – [in] Define the moving size of the filter kernel.

  • dilation – [in] Define the coefficient of expansion of the filter kernel, which is useful for dilated convolution.

  • group – [in] Define the number of group.

  • format – [in] Define the format of input tensor.

  • pad_list – [in] Define the concrete padding value on H and W dimension.

  • activation_type – [in] Define the activation type.

void set_in_channel(int64_t in_channel)

Method to set in_channel attribute.

Parameters

in_channel – [in] Define the number of input channel.

void set_activation_type(const ActivationType &activation_type)

Method to set activation type.

Parameters

activation_type – [in] Define the activation type.

int64_t get_in_channel() const

Method to get in_channel attribute.

Returns

the number of input channel.

ActivationType get_activation_type() const

Method to get activation type.

Returns

activation type.