QuantizedMatMul

public final class QuantizedMatMul

Perform a quantized matrix multiplication of `a` by the matrix `b`.

The inputs must be two-dimensional matrices and the inner dimension of `a` (after being transposed if `transpose_a` is non-zero) must match the outer dimension of `b` (after being transposed if `transposed_b` is non-zero).

Nested Classes

class QuantizedMatMul.Options Optional attributes for QuantizedMatMul  

Constants

String OP_NAME The name of this op, as known by TensorFlow core engine

Public Methods

static <V extends TType, W extends TType> QuantizedMatMul<V>
create(Scope scope, Operand<? extends TType> a, Operand<? extends TType> b, Operand<TFloat32> minA, Operand<TFloat32> maxA, Operand<TFloat32> minB, Operand<TFloat32> maxB, Class<V> Toutput, Class<W> Tactivation, Options... options)
Factory method to create a class wrapping a new QuantizedMatMul operation.
Output<TFloat32>
maxOut()
The float value that the highest quantized output value represents.
Output<TFloat32>
minOut()
The float value that the lowest quantized output value represents.
Output<V>
out()
static QuantizedMatMul.Options
transposeA(Boolean transposeA)
static QuantizedMatMul.Options
transposeB(Boolean transposeB)

Inherited Methods

Constants

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

Constant Value: "QuantizedMatMul"

Public Methods

public static QuantizedMatMul<V> create (Scope scope, Operand<? extends TType> a, Operand<? extends TType> b, Operand<TFloat32> minA, Operand<TFloat32> maxA, Operand<TFloat32> minB, Operand<TFloat32> maxB, Class<V> Toutput, Class<W> Tactivation, Options... options)

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

Parameters
scope current scope
a Must be a two-dimensional tensor.
b Must be a two-dimensional tensor.
minA The float value that the lowest quantized `a` value represents.
maxA The float value that the highest quantized `a` value represents.
minB The float value that the lowest quantized `b` value represents.
maxB The float value that the highest quantized `b` value represents.
Tactivation The type of output produced by activation function following this operation.
options carries optional attributes values
Returns
  • a new instance of QuantizedMatMul

public Output<TFloat32> maxOut ()

The float value that the highest quantized output value represents.

public Output<TFloat32> minOut ()

The float value that the lowest quantized output value represents.

public Output<V> out ()

public static QuantizedMatMul.Options transposeA (Boolean transposeA)

Parameters
transposeA If true, `a` is transposed before multiplication.

public static QuantizedMatMul.Options transposeB (Boolean transposeB)

Parameters
transposeB If true, `b` is transposed before multiplication.