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
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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.
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| Output<TFloat32> |
maxOut()
The float value that the highest quantized output value represents.
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| Output<TFloat32> |
minOut()
The float value that the lowest quantized output value represents.
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| Output<V> |
out()
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| static QuantizedMatMul.Options |
transposeA(Boolean transposeA)
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| static QuantizedMatMul.Options |
transposeB(Boolean transposeB)
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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 static QuantizedMatMul.Options transposeA (Boolean transposeA)
Parameters
| transposeA | If true, `a` is transposed before multiplication. |
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public static QuantizedMatMul.Options transposeB (Boolean transposeB)
Parameters
| transposeB | If true, `b` is transposed before multiplication. |
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