Warning: This API is deprecated and will be removed in a future version of TensorFlow after the replacement is stable.

QuantizedConv2DPerChannel

public final class QuantizedConv2DPerChannel

Computes QuantizedConv2D per channel.

Nested Classes

class QuantizedConv2DPerChannel.Options Optional attributes for QuantizedConv2DPerChannel

Public Methods

static <V, T, U> QuantizedConv2DPerChannel <V>
create ( Scope scope, Operand <T> input, Operand <U> filter, Operand <Float> minInput, Operand <Float> maxInput, Operand <Float> minFilter, Operand <Float> maxFilter, Class<V> outType, List<Long> strides, String padding, Options... options)
Factory method to create a class wrapping a new QuantizedConv2DPerChannel operation.
static QuantizedConv2DPerChannel.Options
dilations (List<Long> dilations)
Output <Float>
maxOutput ()
The maximum value of the final output tensor.
Output <Float>
minOutput ()
The minimum value of the final output tensor.
Output <V>
output ()
The output tensor.

Inherited Methods

Public Methods

public static QuantizedConv2DPerChannel <V> create ( Scope scope, Operand <T> input, Operand <U> filter, Operand <Float> minInput, Operand <Float> maxInput, Operand <Float> minFilter, Operand <Float> maxFilter, Class<V> outType, List<Long> strides, String padding, Options... options)

Factory method to create a class wrapping a new QuantizedConv2DPerChannel operation.

Parameters
scope current scope
input The original input tensor.
filter The original filter tensor.
minInput The minimum value of the input tensor
maxInput The maximum value of the input tensor.
minFilter The minimum value of the filter tensor.
maxFilter The maximum value of the filter tensor.
outType The quantized type of output tensor that needs to be converted.
strides list of stride values.
options carries optional attributes values
Returns
  • a new instance of QuantizedConv2DPerChannel

public static QuantizedConv2DPerChannel.Options dilations (List<Long> dilations)

Parameters
dilations list of dilation values.

public Output <Float> maxOutput ()

The maximum value of the final output tensor.

public Output <Float> minOutput ()

The minimum value of the final output tensor.

public Output <V> output ()

The output tensor.