U
- data type for output()
outputpublic final class UpperBound<U extends Number> extends PrimitiveOp implements Operand<U>
Each set of rows with the same index in (sorted_inputs, values) is treated independently. The resulting row is the equivalent of calling `np.searchsorted(sorted_inputs, values, side='right')`.
The result is not a global index to the entire `Tensor`, but rather just the index in the last dimension.
A 2-D example: sorted_sequence = [[0, 3, 9, 9, 10], [1, 2, 3, 4, 5]] values = [[2, 4, 9], [0, 2, 6]]
result = UpperBound(sorted_sequence, values)
result == [[1, 2, 4], [0, 2, 5]]
operation
Modifier and Type | Method and Description |
---|---|
Output<U> |
asOutput()
Returns the symbolic handle of a tensor.
|
static <T> UpperBound<Integer> |
create(Scope scope,
Operand<T> sortedInputs,
Operand<T> values)
Factory method to create a class wrapping a new UpperBound operation using default output types.
|
static <U extends Number,T> |
create(Scope scope,
Operand<T> sortedInputs,
Operand<T> values,
Class<U> outType)
Factory method to create a class wrapping a new UpperBound operation.
|
Output<U> |
output()
A `Tensor` with the same shape as `values`.
|
equals, hashCode, op, toString
public static <U extends Number,T> UpperBound<U> create(Scope scope, Operand<T> sortedInputs, Operand<T> values, Class<U> outType)
scope
- current scopesortedInputs
- 2-D Tensor where each row is ordered.values
- 2-D Tensor with the same numbers of rows as `sorted_search_values`. Contains
the values that will be searched for in `sorted_search_values`.outType
- public static <T> UpperBound<Integer> create(Scope scope, Operand<T> sortedInputs, Operand<T> values)
scope
- current scopesortedInputs
- 2-D Tensor where each row is ordered.values
- 2-D Tensor with the same numbers of rows as `sorted_search_values`. Contains
the values that will be searched for in `sorted_search_values`.public Output<U> output()
public Output<U> asOutput()
Operand
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.
asOutput
in interface Operand<U extends Number>
OperationBuilder.addInput(Output)
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