tfl.lattice_lib.batch_outer_operation

Computes outer operation of last dimensions of each of given tensors.

tfl.lattice_lib.batch_outer_operation(
    list_of_tensors, operation='auto'
)

Args
`list_of_tensors`	List of tensors of same shape `(batch_size, ..., k[i])` where everything expect `k_i` matches.
`operation`	binary TF operation which supports broadcasting to be applied. string "auto" in order to apply tf.multiply for first several tensors and tf.matmul for remaining.

Args

list_of_tensors List of tensors of same shape (batch_size, ..., k[i]) where everything expect k_i matches.

operation

binary TF operation which supports broadcasting to be applied.
string "auto" in order to apply tf.multiply for first several tensors and tf.matmul for remaining.

Returns
Tensor of shape: `(batch_size, ..., mul_i(k[i]))`.

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Last updated 2020-05-16.