Package | Description |
---|---|
org.nd4j.autodiff.samediff.ops | |
org.nd4j.linalg.api.ops.impl.layers.convolution | |
org.nd4j.linalg.factory.ops |
Modifier and Type | Method and Description |
---|---|
SDVariable |
SDCNN.col2Im(SDVariable in,
Conv2DConfig Conv2DConfig)
col2im operation for use in 2D convolution operations.
|
SDVariable |
SDCNN.col2Im(String name,
SDVariable in,
Conv2DConfig Conv2DConfig)
col2im operation for use in 2D convolution operations.
|
SDVariable |
SDCNN.conv2d(SDVariable layerInput,
SDVariable weights,
Conv2DConfig Conv2DConfig)
2D Convolution operation with optional bias
|
SDVariable |
SDCNN.conv2d(SDVariable layerInput,
SDVariable weights,
SDVariable bias,
Conv2DConfig Conv2DConfig)
2D Convolution operation with optional bias
|
SDVariable |
SDCNN.conv2d(String name,
SDVariable layerInput,
SDVariable weights,
Conv2DConfig Conv2DConfig)
2D Convolution operation with optional bias
|
SDVariable |
SDCNN.conv2d(String name,
SDVariable layerInput,
SDVariable weights,
SDVariable bias,
Conv2DConfig Conv2DConfig)
2D Convolution operation with optional bias
|
SDVariable |
SDCNN.depthWiseConv2d(SDVariable layerInput,
SDVariable depthWeights,
Conv2DConfig Conv2DConfig)
Depth-wise 2D convolution operation with optional bias
|
SDVariable |
SDCNN.depthWiseConv2d(SDVariable layerInput,
SDVariable depthWeights,
SDVariable bias,
Conv2DConfig Conv2DConfig)
Depth-wise 2D convolution operation with optional bias
|
SDVariable |
SDCNN.depthWiseConv2d(String name,
SDVariable layerInput,
SDVariable depthWeights,
Conv2DConfig Conv2DConfig)
Depth-wise 2D convolution operation with optional bias
|
SDVariable |
SDCNN.depthWiseConv2d(String name,
SDVariable layerInput,
SDVariable depthWeights,
SDVariable bias,
Conv2DConfig Conv2DConfig)
Depth-wise 2D convolution operation with optional bias
|
SDVariable |
SDCNN.im2Col(SDVariable in,
Conv2DConfig Conv2DConfig)
im2col operation for use in 2D convolution operations.
|
SDVariable |
SDCNN.im2Col(String name,
SDVariable in,
Conv2DConfig Conv2DConfig)
im2col operation for use in 2D convolution operations.
|
SDVariable |
SDCNN.separableConv2d(SDVariable layerInput,
SDVariable depthWeights,
SDVariable pointWeights,
Conv2DConfig Conv2DConfig)
Separable 2D convolution operation with optional bias
|
SDVariable |
SDCNN.separableConv2d(SDVariable layerInput,
SDVariable depthWeights,
SDVariable pointWeights,
SDVariable bias,
Conv2DConfig Conv2DConfig)
Separable 2D convolution operation with optional bias
|
SDVariable |
SDCNN.separableConv2d(String name,
SDVariable layerInput,
SDVariable depthWeights,
SDVariable pointWeights,
Conv2DConfig Conv2DConfig)
Separable 2D convolution operation with optional bias
|
SDVariable |
SDCNN.separableConv2d(String name,
SDVariable layerInput,
SDVariable depthWeights,
SDVariable pointWeights,
SDVariable bias,
Conv2DConfig Conv2DConfig)
Separable 2D convolution operation with optional bias
|
Modifier and Type | Field and Description |
---|---|
protected Conv2DConfig |
DepthwiseConv2DBp.config |
protected Conv2DConfig |
DepthwiseConv2D.config |
protected Conv2DConfig |
Conv2D.config |
protected Conv2DConfig |
Im2colBp.conv2DConfig |
protected Conv2DConfig |
Im2col.conv2DConfig |
protected Conv2DConfig |
Col2Im.conv2DConfig |
Modifier and Type | Method and Description |
---|---|
protected void |
Conv2D.initConfig(Conv2DConfig config) |
Constructor and Description |
---|
Col2Im(@NonNull INDArray in,
@NonNull Conv2DConfig conv2DConfig) |
Col2Im(SameDiff sameDiff,
SDVariable[] inputFunctions,
INDArray[] inputArrays,
INDArray[] outputs,
Conv2DConfig conv2DConfig) |
Col2Im(@NonNull SameDiff sd,
@NonNull SDVariable input,
@NonNull Conv2DConfig config) |
Conv2D(INDArray[] inputs,
INDArray[] outputs,
Conv2DConfig config) |
Conv2D(INDArray layerInput,
INDArray weights,
INDArray bias,
Conv2DConfig config) |
Conv2D(@NonNull INDArray input,
@NonNull INDArray weights,
INDArray bias,
INDArray output,
@NonNull Conv2DConfig config) |
Conv2D(SameDiff sameDiff,
SDVariable[] inputFunctions,
Conv2DConfig config) |
Conv2D(@NonNull SameDiff sameDiff,
@NonNull SDVariable input,
@NonNull SDVariable weights,
SDVariable bias,
@NonNull Conv2DConfig conv2DConfig) |
Conv2DDerivative(SameDiff sameDiff,
SDVariable[] inputFunctions,
Conv2DConfig config) |
DepthwiseConv2D(INDArray[] inputs,
INDArray[] outputs,
Conv2DConfig config) |
DepthwiseConv2D(INDArray layerInput,
INDArray depthWeights,
INDArray bias,
Conv2DConfig config) |
DepthwiseConv2D(@NonNull INDArray input,
@NonNull INDArray weights,
INDArray bias,
INDArray output,
@NonNull Conv2DConfig config) |
DepthwiseConv2D(SameDiff sameDiff,
SDVariable[] inputFunctions,
Conv2DConfig config) |
DepthwiseConv2D(@NonNull SameDiff sameDiff,
@NonNull SDVariable input,
@NonNull SDVariable weights,
SDVariable bias,
@NonNull Conv2DConfig conv2DConfig) |
DepthwiseConv2DBp(@NonNull SameDiff sameDiff,
@NonNull SDVariable input,
@NonNull SDVariable weights,
@NonNull SDVariable gradO,
@NonNull Conv2DConfig config) |
DepthwiseConv2DBp(@NonNull SameDiff sameDiff,
@NonNull SDVariable input,
@NonNull SDVariable weights,
SDVariable bias,
@NonNull SDVariable gradO,
@NonNull Conv2DConfig config) |
Im2col(INDArray in,
Conv2DConfig conv2DConfig) |
Im2col(SameDiff sameDiff,
SDVariable[] inputFunctions,
INDArray[] inputArrays,
INDArray[] outputs,
Conv2DConfig conv2DConfig) |
Im2col(SameDiff sd,
SDVariable input,
Conv2DConfig config) |
Im2colBp(SameDiff sd,
SDVariable input,
Conv2DConfig config) |
Im2colBp(SameDiff sameDiff,
SDVariable i2cInput,
SDVariable gradAtOutput,
Conv2DConfig conv2DConfig) |
SConv2D(INDArray[] inputs,
INDArray[] outputs,
Conv2DConfig config) |
SConv2D(@NonNull INDArray layerInput,
@NonNull INDArray depthWeights,
INDArray pointWeights,
@NonNull Conv2DConfig Conv2DConfig) |
SConv2D(INDArray layerInput,
INDArray depthWeights,
INDArray pointWeights,
INDArray bias,
Conv2DConfig config) |
SConv2D(SameDiff sameDiff,
SDVariable[] inputFunctions,
Conv2DConfig conv2DConfig) |
SConv2D(@NonNull SameDiff sameDiff,
@NonNull SDVariable layerInput,
@NonNull SDVariable depthWeights,
SDVariable pointWeights,
SDVariable bias,
@NonNull Conv2DConfig conv2DConfig) |
SConv2DDerivative(SameDiff sameDiff,
SDVariable[] inputFunctions,
Conv2DConfig conv2DConfig) |
Modifier and Type | Method and Description |
---|---|
INDArray |
NDCNN.col2Im(INDArray in,
Conv2DConfig Conv2DConfig)
col2im operation for use in 2D convolution operations.
|
INDArray |
NDCNN.conv2d(INDArray layerInput,
INDArray weights,
Conv2DConfig Conv2DConfig)
2D Convolution operation with optional bias
|
INDArray |
NDCNN.conv2d(INDArray layerInput,
INDArray weights,
INDArray bias,
Conv2DConfig Conv2DConfig)
2D Convolution operation with optional bias
|
INDArray |
NDCNN.depthWiseConv2d(INDArray layerInput,
INDArray depthWeights,
Conv2DConfig Conv2DConfig)
Depth-wise 2D convolution operation with optional bias
|
INDArray |
NDCNN.depthWiseConv2d(INDArray layerInput,
INDArray depthWeights,
INDArray bias,
Conv2DConfig Conv2DConfig)
Depth-wise 2D convolution operation with optional bias
|
INDArray |
NDCNN.im2Col(INDArray in,
Conv2DConfig Conv2DConfig)
im2col operation for use in 2D convolution operations.
|
INDArray |
NDCNN.separableConv2d(INDArray layerInput,
INDArray depthWeights,
INDArray pointWeights,
Conv2DConfig Conv2DConfig)
Separable 2D convolution operation with optional bias
|
INDArray |
NDCNN.separableConv2d(INDArray layerInput,
INDArray depthWeights,
INDArray pointWeights,
INDArray bias,
Conv2DConfig Conv2DConfig)
Separable 2D convolution operation with optional bias
|
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