org.bytedeco.javacpp

Class tensorflow.HistogramFixedWidth

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.HistogramFixedWidth

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

@Namespace(value="tensorflow::ops")
 @NoOffset
public static class tensorflow.HistogramFixedWidth
extends Pointer

Return histogram of values. Given the tensor values, this operation returns a rank 1 histogram counting the number of entries in values that fall into every bin. The bins are equal width and determined by the arguments value_range and nbins.

 python
  # Bins will be:  (-inf, 1), [1, 2), [2, 3), [3, 4), [4, inf)
  nbins = 5
  value_range = [0.0, 5.0]
  new_values = [-1.0, 0.0, 1.5, 2.0, 5.0, 15]
 
  with tf.get_default_session() as sess:
    hist = tf.histogram_fixed_width(new_values, value_range, nbins=5)
    variables.global_variables_initializer().run()
    sess.run(hist) => [2, 1, 1, 0, 2]
  

Arguments: * scope: A Scope object * values: Numeric Tensor. * value_range: Shape [2] Tensor of same dtype as values. values <= value_range[0] will be mapped to hist[0], values >= value_range[1] will be mapped to hist[-1]. * nbins: Scalar int32 Tensor. Number of histogram bins. Returns: * Output: A 1-D Tensor holding histogram of values.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	tensorflow.HistogramFixedWidth.Attrs Optional attribute setters for HistogramFixedWidth

Nested classes/interfaces inherited from class org.bytedeco.javacpp.Pointer

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator

Field Summary

Fields inherited from class org.bytedeco.javacpp.Pointer

address, capacity, limit, position

Constructor Summary

Constructors

Constructor and Description
HistogramFixedWidth(Pointer p) Pointer cast constructor.
HistogramFixedWidth(tensorflow.Scope scope, tensorflow.Input values, tensorflow.Input value_range, tensorflow.Input nbins)
HistogramFixedWidth(tensorflow.Scope scope, tensorflow.Input values, tensorflow.Input value_range, tensorflow.Input nbins, tensorflow.HistogramFixedWidth.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
tensorflow.Input	asInput()
tensorflow.Output	asOutput()
static tensorflow.HistogramFixedWidth.Attrs	Dtype(int x)
tensorflow.Node	node()
tensorflow.Operation	operation()
tensorflow.HistogramFixedWidth	operation(tensorflow.Operation operation)
tensorflow.Output	out()
tensorflow.HistogramFixedWidth	out(tensorflow.Output out)

Methods inherited from class org.bytedeco.javacpp.Pointer

address, asBuffer, asByteBuffer, availablePhysicalBytes, calloc, capacity, capacity, close, deallocate, deallocate, deallocateReferences, deallocator, deallocator, equals, fill, formatBytes, free, hashCode, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetof, parseBytes, physicalBytes, position, position, put, realloc, setNull, sizeof, toString, totalBytes, totalPhysicalBytes, withDeallocator, zero

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

HistogramFixedWidth

public HistogramFixedWidth(Pointer p)

Pointer cast constructor. Invokes Pointer.Pointer(Pointer).

HistogramFixedWidth

public HistogramFixedWidth(@Const @ByRef
                           tensorflow.Scope scope,
                           @ByVal
                           tensorflow.Input values,
                           @ByVal
                           tensorflow.Input value_range,
                           @ByVal
                           tensorflow.Input nbins)

HistogramFixedWidth

public HistogramFixedWidth(@Const @ByRef
                           tensorflow.Scope scope,
                           @ByVal
                           tensorflow.Input values,
                           @ByVal
                           tensorflow.Input value_range,
                           @ByVal
                           tensorflow.Input nbins,
                           @Const @ByRef
                           tensorflow.HistogramFixedWidth.Attrs attrs)

Method Detail

asOutput

@ByVal
 @Name(value="operator tensorflow::Output")
public tensorflow.Output asOutput()

asInput

@ByVal
 @Name(value="operator tensorflow::Input")
public tensorflow.Input asInput()

node

public tensorflow.Node node()

Dtype

@ByVal
public static tensorflow.HistogramFixedWidth.Attrs Dtype(@Cast(value="tensorflow::DataType")
                                                                 int x)

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.HistogramFixedWidth operation(tensorflow.Operation operation)

out

@ByRef
public tensorflow.Output out()

out

public tensorflow.HistogramFixedWidth out(tensorflow.Output out)