@Namespace(value="tensorflow::ops") @NoOffset @Properties(inherit=tensorflow.class) public class Multinomial extends Pointer
Draws samples from a multinomial distribution.
Arguments:
* scope: A Scope object
* logits: 2-D Tensor with shape [batch_size, num_classes]
. Each slice [i, :]
represents the unnormalized log probabilities for all classes.
* num_samples: 0-D. Number of independent samples to draw for each row slice.
Optional attributes (see Attrs
):
* seed: If either seed or seed2 is set to be non-zero, the internal random number
generator is seeded by the given seed. Otherwise, a random seed is used.
* seed2: A second seed to avoid seed collision.
Returns:
* Output
: 2-D Tensor with shape [batch_size, num_samples]
. Each slice [i, :]
contains the drawn class labels with range [0, num_classes)
.
Modifier and Type | Class and Description |
---|---|
static class |
Multinomial.Attrs
Optional attribute setters for Multinomial
|
Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator, Pointer.ReferenceCounter
Constructor and Description |
---|
Multinomial(Pointer p)
Pointer cast constructor.
|
Multinomial(Scope scope,
Input logits,
Input num_samples) |
Multinomial(Scope scope,
Input logits,
Input num_samples,
Multinomial.Attrs attrs) |
Modifier and Type | Method and Description |
---|---|
Input |
asInput() |
Output |
asOutput() |
Node |
node() |
Operation |
operation() |
Multinomial |
operation(Operation setter) |
Output |
output() |
Multinomial |
output(Output setter) |
static Multinomial.Attrs |
OutputDtype(int x) |
static Multinomial.Attrs |
Seed(long x) |
static Multinomial.Attrs |
Seed2(long x) |
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 Multinomial(Pointer p)
Pointer(Pointer)
.public Multinomial(@Const @ByRef Scope scope, @ByVal Input logits, @ByVal Input num_samples)
public Node node()
@ByVal public static Multinomial.Attrs Seed(@Cast(value="tensorflow::int64") long x)
@ByVal public static Multinomial.Attrs Seed2(@Cast(value="tensorflow::int64") long x)
@ByVal public static Multinomial.Attrs OutputDtype(@Cast(value="tensorflow::DataType") int x)
public Multinomial operation(Operation setter)
public Multinomial output(Output setter)
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