@Namespace(value="tensorflow::ops") @NoOffset @Properties(inherit=tensorflow.class) public class DepthwiseConv2dNativeBackpropInput extends Pointer
input
, based
on data_format
. For example, if data_format
is 'NHWC' then
input
is a 4-D [batch, height, width, channels]
tensor.
* filter: 4-D with shape
[filter_height, filter_width, in_channels, depthwise_multiplier]
.
* out_backprop: 4-D with shape based on data_format
.
For example, if data_format
is 'NHWC' then
out_backprop shape is [batch, out_height, out_width, out_channels]
.
Gradients w.r.t. the output of the convolution.
* strides: The stride of the sliding window for each dimension of the input
of the convolution.
* padding: The type of padding algorithm to use.
Optional attributes (see Attrs
):
* data_format: Specify the data format of the input and output data. With the
default format "NHWC", the data is stored in the order of:
[batch, height, width, channels].
Alternatively, the format could be "NCHW", the data storage order of:
[batch, channels, height, width].
* dilations: 1-D tensor of length 4. The dilation factor for each dimension of
input
. If set to k > 1, there will be k-1 skipped cells between each filter
element on that dimension. The dimension order is determined by the value of
data_format
, see above for details. Dilations in the batch and depth
dimensions must be 1.
Returns:
* Output
: 4-D with shape according to data_format
. For example, if
data_format
is 'NHWC', output shape is [batch, in_height,
in_width, in_channels]
. Gradient w.r.t. the input of the
convolution.Modifier and Type | Class and Description |
---|---|
static class |
DepthwiseConv2dNativeBackpropInput.Attrs
Optional attribute setters for DepthwiseConv2dNativeBackpropInput
|
Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator, Pointer.ReferenceCounter
Modifier and Type | Method and Description |
---|---|
Input |
asInput() |
Output |
asOutput() |
static DepthwiseConv2dNativeBackpropInput.Attrs |
DataFormat(BytePointer x) |
static DepthwiseConv2dNativeBackpropInput.Attrs |
DataFormat(String x) |
static DepthwiseConv2dNativeBackpropInput.Attrs |
Dilations(int... x) |
static DepthwiseConv2dNativeBackpropInput.Attrs |
Dilations(IntBuffer x) |
static DepthwiseConv2dNativeBackpropInput.Attrs |
Dilations(IntPointer x) |
Node |
node() |
Operation |
operation() |
DepthwiseConv2dNativeBackpropInput |
operation(Operation setter) |
Output |
output() |
DepthwiseConv2dNativeBackpropInput |
output(Output setter) |
address, asBuffer, asByteBuffer, availablePhysicalBytes, calloc, capacity, capacity, close, deallocate, deallocate, deallocateReferences, deallocator, deallocator, equals, fill, formatBytes, free, getDirectBufferAddress, getPointer, getPointer, getPointer, getPointer, hashCode, interruptDeallocatorThread, isNull, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetAddress, offsetof, offsetof, parseBytes, physicalBytes, physicalBytesInaccurate, position, position, put, realloc, referenceCount, releaseReference, retainReference, setNull, sizeof, sizeof, toString, totalBytes, totalCount, totalPhysicalBytes, withDeallocator, zero
public DepthwiseConv2dNativeBackpropInput(Pointer p)
Pointer(Pointer)
.public DepthwiseConv2dNativeBackpropInput(@Const @ByRef Scope scope, @ByVal Input input_sizes, @ByVal Input filter, @ByVal Input out_backprop, @tensorflow.ArraySlice IntPointer strides, @tensorflow.StringPiece BytePointer padding)
public DepthwiseConv2dNativeBackpropInput(@Const @ByRef Scope scope, @ByVal Input input_sizes, @ByVal Input filter, @ByVal Input out_backprop, @tensorflow.ArraySlice IntBuffer strides, @tensorflow.StringPiece String padding)
public DepthwiseConv2dNativeBackpropInput(@Const @ByRef Scope scope, @ByVal Input input_sizes, @ByVal Input filter, @ByVal Input out_backprop, @tensorflow.ArraySlice int[] strides, @tensorflow.StringPiece BytePointer padding)
public DepthwiseConv2dNativeBackpropInput(@Const @ByRef Scope scope, @ByVal Input input_sizes, @ByVal Input filter, @ByVal Input out_backprop, @tensorflow.ArraySlice IntPointer strides, @tensorflow.StringPiece String padding)
public DepthwiseConv2dNativeBackpropInput(@Const @ByRef Scope scope, @ByVal Input input_sizes, @ByVal Input filter, @ByVal Input out_backprop, @tensorflow.ArraySlice IntBuffer strides, @tensorflow.StringPiece BytePointer padding)
public DepthwiseConv2dNativeBackpropInput(@Const @ByRef Scope scope, @ByVal Input input_sizes, @ByVal Input filter, @ByVal Input out_backprop, @tensorflow.ArraySlice int[] strides, @tensorflow.StringPiece String padding)
public DepthwiseConv2dNativeBackpropInput(@Const @ByRef Scope scope, @ByVal Input input_sizes, @ByVal Input filter, @ByVal Input out_backprop, @tensorflow.ArraySlice IntPointer strides, @tensorflow.StringPiece BytePointer padding, @Const @ByRef DepthwiseConv2dNativeBackpropInput.Attrs attrs)
public DepthwiseConv2dNativeBackpropInput(@Const @ByRef Scope scope, @ByVal Input input_sizes, @ByVal Input filter, @ByVal Input out_backprop, @tensorflow.ArraySlice IntBuffer strides, @tensorflow.StringPiece String padding, @Const @ByRef DepthwiseConv2dNativeBackpropInput.Attrs attrs)
public DepthwiseConv2dNativeBackpropInput(@Const @ByRef Scope scope, @ByVal Input input_sizes, @ByVal Input filter, @ByVal Input out_backprop, @tensorflow.ArraySlice int[] strides, @tensorflow.StringPiece BytePointer padding, @Const @ByRef DepthwiseConv2dNativeBackpropInput.Attrs attrs)
public DepthwiseConv2dNativeBackpropInput(@Const @ByRef Scope scope, @ByVal Input input_sizes, @ByVal Input filter, @ByVal Input out_backprop, @tensorflow.ArraySlice IntPointer strides, @tensorflow.StringPiece String padding, @Const @ByRef DepthwiseConv2dNativeBackpropInput.Attrs attrs)
public DepthwiseConv2dNativeBackpropInput(@Const @ByRef Scope scope, @ByVal Input input_sizes, @ByVal Input filter, @ByVal Input out_backprop, @tensorflow.ArraySlice IntBuffer strides, @tensorflow.StringPiece BytePointer padding, @Const @ByRef DepthwiseConv2dNativeBackpropInput.Attrs attrs)
public DepthwiseConv2dNativeBackpropInput(@Const @ByRef Scope scope, @ByVal Input input_sizes, @ByVal Input filter, @ByVal Input out_backprop, @tensorflow.ArraySlice int[] strides, @tensorflow.StringPiece String padding, @Const @ByRef DepthwiseConv2dNativeBackpropInput.Attrs attrs)
public Node node()
@ByVal public static DepthwiseConv2dNativeBackpropInput.Attrs DataFormat(@tensorflow.StringPiece BytePointer x)
@ByVal public static DepthwiseConv2dNativeBackpropInput.Attrs DataFormat(@tensorflow.StringPiece String x)
@ByVal public static DepthwiseConv2dNativeBackpropInput.Attrs Dilations(@tensorflow.ArraySlice IntPointer x)
@ByVal public static DepthwiseConv2dNativeBackpropInput.Attrs Dilations(@tensorflow.ArraySlice IntBuffer x)
@ByVal public static DepthwiseConv2dNativeBackpropInput.Attrs Dilations(@tensorflow.ArraySlice int... x)
public DepthwiseConv2dNativeBackpropInput operation(Operation setter)
public DepthwiseConv2dNativeBackpropInput output(Output setter)
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