24 #ifndef __TRANSPOSED_CONV2D_LAYER_TYPES_H__
25 #define __TRANSPOSED_CONV2D_LAYER_TYPES_H__
27 #include "algorithms/algorithm.h"
28 #include "data_management/data/tensor.h"
29 #include "data_management/data/homogen_tensor.h"
30 #include "services/daal_defines.h"
31 #include "algorithms/neural_networks/layers/layer_types.h"
37 namespace neural_networks
47 namespace transposed_conv2d
66 lastLayerDataId = auxWeights
82 DAAL_DEPRECATED KernelSizes(
size_t first,
size_t second) { size[0] = first; size[1] = second; }
99 DAAL_DEPRECATED Strides(
size_t first,
size_t second) { size[0] = first; size[1] = second; }
118 DAAL_DEPRECATED Paddings(
int first,
int second) { size[0] = first; size[1] = second; }
135 DAAL_DEPRECATED Indices(
size_t first,
size_t second) { dims[0] = first; dims[1] = second; }
152 DAAL_DEPRECATED ValueSizes(
size_t first,
size_t second) { size[0] = first; size[1] = second; }
163 class DAAL_EXPORT Parameter:
public layers::Parameter
173 size_t groupDimension;
174 KernelSizes kernelSizes;
179 ValueSizes valueSizes;
184 using interface1::Parameter;
daal::algorithms::neural_networks::layers::transposed_conv2d::auxWeights
Definition: transposed_conv2d_layer_types.h:65
daal::algorithms::neural_networks::layers::transposed_conv2d::auxData
Definition: transposed_conv2d_layer_types.h:64
daal::algorithms::neural_networks::layers::transposed_conv2d::Indices
Data structure representing the indices of the two dimensions on which 2D transposed convolution is p...
Definition: transposed_conv2d_layer_types.h:127
daal::algorithms::neural_networks::layers::transposed_conv2d::KernelSizes
Data structure representing the size of the two-dimensional kernel subtensor.
Definition: transposed_conv2d_layer_types.h:74
daal::algorithms::neural_networks::layers::transposed_conv2d::defaultDense
Definition: transposed_conv2d_layer_types.h:55
daal::algorithms::neural_networks::layers::transposed_conv2d::interface1::Parameter::nKernels
size_t nKernels
Definition: transposed_conv2d_layer_types.h:177
daal::algorithms::neural_networks::layers::transposed_conv2d::LayerDataId
LayerDataId
Definition: transposed_conv2d_layer_types.h:62
daal::algorithms::neural_networks::layers::transposed_conv2d::Paddings::Paddings
DAAL_DEPRECATED Paddings(int first, int second)
Definition: transposed_conv2d_layer_types.h:118
daal::algorithms::neural_networks::layers::transposed_conv2d::ValueSizes
Data structure representing the value sizes of the two dimensions on which 2D transposed convolution ...
Definition: transposed_conv2d_layer_types.h:144
daal::algorithms::neural_networks::layers::transposed_conv2d::interface1::Parameter::indices
Indices indices
Definition: transposed_conv2d_layer_types.h:172
daal::algorithms::neural_networks::layers::transposed_conv2d::interface1::Parameter::strides
Strides strides
Definition: transposed_conv2d_layer_types.h:175
daal::algorithms::neural_networks::layers::transposed_conv2d::ValueSizes::ValueSizes
DAAL_DEPRECATED ValueSizes(size_t first, size_t second)
Definition: transposed_conv2d_layer_types.h:152
daal::algorithms::neural_networks::layers::transposed_conv2d::interface1::Parameter::valueSizes
ValueSizes valueSizes
Definition: transposed_conv2d_layer_types.h:179
daal::algorithms::neural_networks::layers::transposed_conv2d::KernelSizes::KernelSizes
DAAL_DEPRECATED KernelSizes(size_t first, size_t second)
Definition: transposed_conv2d_layer_types.h:82
daal::algorithms::neural_networks::layers::transposed_conv2d::Method
Method
Definition: transposed_conv2d_layer_types.h:53
daal::algorithms::neural_networks::layers::transposed_conv2d::Indices::Indices
DAAL_DEPRECATED Indices(size_t first, size_t second)
Definition: transposed_conv2d_layer_types.h:135
daal::algorithms::neural_networks::layers::transposed_conv2d::interface1::Parameter::groupDimension
size_t groupDimension
Definition: transposed_conv2d_layer_types.h:173
daal::algorithms::neural_networks::layers::transposed_conv2d::Strides::Strides
DAAL_DEPRECATED Strides(size_t first, size_t second)
Definition: transposed_conv2d_layer_types.h:99
daal::algorithms::neural_networks::layers::transposed_conv2d::interface1::Parameter
2D transposed convolution layer parameters
Definition: transposed_conv2d_layer_types.h:163
daal::algorithms::neural_networks::layers::transposed_conv2d::interface1::Parameter::paddings
Paddings paddings
Definition: transposed_conv2d_layer_types.h:176
daal::algorithms::neural_networks::layers::transposed_conv2d::Strides
Data structure representing the intervals on which the subtensors for 2D transposed convolution are s...
Definition: transposed_conv2d_layer_types.h:91
daal::algorithms::neural_networks::layers::transposed_conv2d::Paddings
Data structure representing the number of data elements to implicitly add to each size of the two-dim...
Definition: transposed_conv2d_layer_types.h:109
daal::algorithms::neural_networks::layers::transposed_conv2d::interface1::Parameter::nGroups
size_t nGroups
Definition: transposed_conv2d_layer_types.h:178
daal::algorithms::neural_networks::layers::transposed_conv2d::interface1::Parameter::kernelSizes
KernelSizes kernelSizes
Definition: transposed_conv2d_layer_types.h:174