tf.raw_ops.QuantizedMatMulWithBiasAndRequantize
tf.raw_ops.QuantizedMatMulWithBiasAndRequantize(
a, b, bias, min_a, max_a, min_b, max_b, min_freezed_output, max_freezed_output,
Toutput=tf.dtypes.quint8, transpose_a=False, transpose_b=False,
input_quant_mode='MIN_FIRST', name=None
)
Args |
a | A Tensor . Must be one of the following types: qint8 , quint8 , qint32 , qint16 , quint16 . |
b | A Tensor . Must be one of the following types: qint8 , quint8 , qint32 , qint16 , quint16 . |
bias | A Tensor . Must be one of the following types: float32 , qint32 . |
min_a | A Tensor of type float32 . |
max_a | A Tensor of type float32 . |
min_b | A Tensor of type float32 . |
max_b | A Tensor of type float32 . |
min_freezed_output | A Tensor of type float32 . |
max_freezed_output | A Tensor of type float32 . |
Toutput | An optional tf.DType from: tf.qint8, tf.quint8, tf.qint32, tf.qint16, tf.quint16 . Defaults to tf.quint8 . |
transpose_a | An optional bool . Defaults to False . |
transpose_b | An optional bool . Defaults to False . |
input_quant_mode | An optional string from: "MIN_FIRST", "SCALED" . Defaults to "MIN_FIRST" . |
name | A name for the operation (optional). |
Returns |
A tuple of Tensor objects (out, min_out, max_out). |
out | A Tensor of type Toutput . |
min_out | A Tensor of type float32 . |
max_out | A Tensor of type float32 . |