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SpatialDropout2D.go
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SpatialDropout2D.go
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package layer
import tf "github.com/galeone/tensorflow/tensorflow/go"
type LSpatialDropout2D struct {
dataFormat interface{}
dtype DataType
inputs []Layer
name string
noiseShape interface{}
rate float64
seed interface{}
shape tf.Shape
trainable bool
layerWeights []*tf.Tensor
}
func SpatialDropout2D(rate float64) *LSpatialDropout2D {
return &LSpatialDropout2D{
dataFormat: nil,
dtype: Float32,
name: UniqueName("spatial_dropout2d"),
noiseShape: nil,
rate: rate,
seed: nil,
trainable: true,
}
}
func (l *LSpatialDropout2D) SetDataFormat(dataFormat interface{}) *LSpatialDropout2D {
l.dataFormat = dataFormat
return l
}
func (l *LSpatialDropout2D) SetDtype(dtype DataType) *LSpatialDropout2D {
l.dtype = dtype
return l
}
func (l *LSpatialDropout2D) SetName(name string) *LSpatialDropout2D {
l.name = name
return l
}
func (l *LSpatialDropout2D) SetNoiseShape(noiseShape interface{}) *LSpatialDropout2D {
l.noiseShape = noiseShape
return l
}
func (l *LSpatialDropout2D) SetSeed(seed interface{}) *LSpatialDropout2D {
l.seed = seed
return l
}
func (l *LSpatialDropout2D) SetShape(shape tf.Shape) *LSpatialDropout2D {
l.shape = shape
return l
}
func (l *LSpatialDropout2D) SetTrainable(trainable bool) *LSpatialDropout2D {
l.trainable = trainable
return l
}
func (l *LSpatialDropout2D) SetLayerWeights(layerWeights []*tf.Tensor) *LSpatialDropout2D {
l.layerWeights = layerWeights
return l
}
func (l *LSpatialDropout2D) GetShape() tf.Shape {
return l.shape
}
func (l *LSpatialDropout2D) GetDtype() DataType {
return l.dtype
}
func (l *LSpatialDropout2D) SetInputs(inputs ...Layer) Layer {
l.inputs = inputs
return l
}
func (l *LSpatialDropout2D) GetInputs() []Layer {
return l.inputs
}
func (l *LSpatialDropout2D) GetName() string {
return l.name
}
func (l *LSpatialDropout2D) GetLayerWeights() []*tf.Tensor {
return l.layerWeights
}
type jsonConfigLSpatialDropout2D struct {
ClassName string `json:"class_name"`
Name string `json:"name"`
Config map[string]interface{} `json:"config"`
InboundNodes [][][]interface{} `json:"inbound_nodes"`
}
func (l *LSpatialDropout2D) GetKerasLayerConfig() interface{} {
inboundNodes := [][][]interface{}{
{},
}
for _, input := range l.inputs {
inboundNodes[0] = append(inboundNodes[0], []interface{}{
input.GetName(),
0,
0,
map[string]bool{},
})
}
return jsonConfigLSpatialDropout2D{
ClassName: "SpatialDropout2D",
Name: l.name,
Config: map[string]interface{}{
"data_format": l.dataFormat,
"dtype": l.dtype.String(),
"name": l.name,
"noise_shape": l.noiseShape,
"rate": l.rate,
"seed": l.seed,
"trainable": l.trainable,
},
InboundNodes: inboundNodes,
}
}
func (l *LSpatialDropout2D) GetCustomLayerDefinition() string {
return ``
}