public final class
MaxPoolGradGradWithArgmax
Computes second-order gradients of the maxpooling function.
Nested Classes
class | MaxPoolGradGradWithArgmax.Options | Optional attributes for MaxPoolGradGradWithArgmax
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Constants
String | OP_NAME | The name of this op, as known by TensorFlow core engine |
Public Methods
Output<T> |
asOutput()
Returns the symbolic handle of the tensor.
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static <T extends TNumber> MaxPoolGradGradWithArgmax<T> | |
static MaxPoolGradGradWithArgmax.Options |
includeBatchInIndex(Boolean includeBatchInIndex)
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Output<T> |
output()
Gradients of gradients w.r.t.
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Inherited Methods
Constants
public static final String OP_NAME
The name of this op, as known by TensorFlow core engine
Constant Value:
"MaxPoolGradGradWithArgmax"
Public Methods
public Output<T> asOutput ()
Returns the symbolic handle of the tensor.
Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.
public static MaxPoolGradGradWithArgmax<T> create (Scope scope, Operand<T> input, Operand<T> grad, Operand<? extends TNumber> argmax, List<Long> ksize, List<Long> strides, String padding, Options... options)
Factory method to create a class wrapping a new MaxPoolGradGradWithArgmax operation.
Parameters
scope | current scope |
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input | The original input. |
grad | 4-D with shape `[batch, height, width, channels]`. Gradients w.r.t. the input of `max_pool`. |
argmax | The indices of the maximum values chosen for each output of `max_pool`. |
ksize | The size of the window for each dimension of the input tensor. |
strides | The stride of the sliding window for each dimension of the input tensor. |
padding | The type of padding algorithm to use. |
options | carries optional attributes values |
Returns
- a new instance of MaxPoolGradGradWithArgmax
public static MaxPoolGradGradWithArgmax.Options includeBatchInIndex (Boolean includeBatchInIndex)
Parameters
includeBatchInIndex | Whether to include batch dimension in flattened index of `argmax`. |
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