refine the latex mark

release/0.11.0
peterzhang2029 7 years ago
parent aacd94127b
commit 4bdd97625b

@ -78,18 +78,18 @@ class BilinearTensorProductOpMaker : public framework::OpProtoAndCheckerMaker {
AddComment(R"DOC( AddComment(R"DOC(
Bilinear Tensor Product operator. Bilinear Tensor Product operator.
Given input X and Y, a 3D tensor Weight and a Bias. Each column of the Given input X and Y, a 3D tensor Weight and a Bias. Each column of the
Output is computed by one slice i = 1, . . . , k of the tensor: Output is computed by one slice $i = 1, . . . , k$ of the tensor:
$$ $$
M = (X W_i) * Y \\ M = (X W_i) * Y \\
Out_i = \sum_j {M_j} + Bias_i Out_i = \sum_j {M_j} + Bias_i
$$ $$
Where $$W_i$$ is the i-th slice of Input(Weight); Where $W_i$ is the $i$-th slice of Input(Weight);
$$M_j$$ is the j-th column of $$M$$; $M_j$ is the $j$-th column of $M$;
$$Out_i$$ is the i-th column of Output(Out); $Out_i$ is the $i$-th column of Output(Out);
$$Bias_i$$ is a column vector, each element of it is equal to $Bias_i$ is a column vector, each element of it is equal to
the i-th element of $$Bias$$; the $i$-th element of $Bias$;
)DOC"); )DOC");
} }

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