nip.utils.maths.dict_dot_product

nip.utils.maths.dict_dot_product(dict_1: dict[Tensor], dict_2: dict[Tensor]) → float

Calculate the dot product between two dictionaries of tensors.

Parameters:

• dict_1 (dict[Tensor]) – The first dictionary.

• dict_2 (dict[Tensor]) – The second dictionary.

Returns:

dot_product (float) – The dot product of the two dictionaries.

Raises:

ValueError: – If the dictionaries do not have the same keys.