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# tf.raw_ops.BatchMatMulV2

Multiplies slices of two tensors in batches.

Multiplies all slices of `Tensor` `x` and `y` (each slice can be viewed as an element of a batch), and arranges the individual results in a single output tensor of the same batch size. Each of the individual slices can optionally be adjointed (to adjoint a matrix means to transpose and conjugate it) before multiplication by setting the `adj_x` or `adj_y` flag to `True`, which are by default `False`.

The input tensors `x` and `y` are 2-D or higher with shape `[..., r_x, c_x]` and `[..., r_y, c_y]`.

The output tensor is 2-D or higher with shape `[..., r_o, c_o]`, where:

``````r_o = c_x if adj_x else r_x
c_o = r_y if adj_y else c_y
``````

#### It is computed as:

output[..., :, :] = matrix(x[..., :, :]) * matrix(y[..., :, :])

`x` A `Tensor`. Must be one of the following types: `bfloat16`, `half`, `float32`, `float64`, `int16`, `int32`, `int64`, `complex64`, `complex128`. 2-D or higher with shape `[..., r_x, c_x]`.
`y` A `Tensor`. Must have the same type as `x`. 2-D or higher with shape `[..., r_y, c_y]`.
`adj_x` An optional `bool`. Defaults to `False`. If `True`, adjoint the slices of `x`. Defaults to `False`.
`adj_y` An optional `bool`. Defaults to `False`. If `True`, adjoint the slices of `y`. Defaults to `False`.
`name` A name for the operation (optional).

A `Tensor`. Has the same type as `x`.

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