public final class
SparseCountSparseOutput
Performs sparse-output bin counting for a sparse tensor input.
Counts the number of times each value occurs in the input.
Nested Classes
class | SparseCountSparseOutput.Options | Optional attributes for SparseCountSparseOutput
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Constants
String | OP_NAME | The name of this op, as known by TensorFlow core engine |
Public Methods
static <U extends TNumber> SparseCountSparseOutput<U> | |
static SparseCountSparseOutput.Options |
maxlength(Long maxlength)
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static SparseCountSparseOutput.Options |
minlength(Long minlength)
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Output<TInt64> |
outputDenseShape()
Shape tensor for the resulting sparse tensor object.
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Output<TInt64> |
outputIndices()
Indices tensor for the resulting sparse tensor object.
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Output<U> |
outputValues()
Values tensor for the resulting sparse tensor object.
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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:
"SparseCountSparseOutput"
Public Methods
public static SparseCountSparseOutput<U> create (Scope scope, Operand<TInt64> indices, Operand<? extends TNumber> values, Operand<TInt64> denseShape, Operand<U> weights, Boolean binaryOutput, Options... options)
Factory method to create a class wrapping a new SparseCountSparseOutput operation.
Parameters
scope | current scope |
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indices | Tensor containing the indices of the sparse tensor to count. |
values | Tensor containing values of the sparse tensor to count. |
denseShape | Tensor containing the dense shape of the sparse tensor to count. |
weights | A Tensor of the same shape as indices containing per-index weight values. May also be the empty tensor if no weights are used. |
binaryOutput | Whether to output the number of occurrences of each value or 1. |
options | carries optional attributes values |
Returns
- a new instance of SparseCountSparseOutput
public static SparseCountSparseOutput.Options maxlength (Long maxlength)
Parameters
maxlength | Maximum value to count. Can be set to -1 for no maximum. |
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public static SparseCountSparseOutput.Options minlength (Long minlength)
Parameters
minlength | Minimum value to count. Can be set to -1 for no minimum. |
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