Skip to content

Fix latex syntax in bilinear tensor product operator comment. #5875

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 2 commits into from
Nov 24, 2017
Merged

Fix latex syntax in bilinear tensor product operator comment. #5875

Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
aacd941
refine bilinear tensor product doc
peterzhang2029 Nov 23, 2017
4bdd976
refine the latex mark
peterzhang2029 Nov 23, 2017
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
18 changes: 13 additions & 5 deletions paddle/operators/bilinear_tensor_product_op.cc
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -77,11 +77,19 @@ class BilinearTensorProductOpMaker : public framework::OpProtoAndCheckerMaker {
AddOutput("Out", "The output of bilinear_tensor_product operator.");
AddComment(R"DOC(
Bilinear Tensor Product operator.
Given input X and Y, a 3D tensor weight, and bias. Each column of the
output is computed by one slice i = 1, . . . , k of the tensor:

M = (X W_i) \cdot Y
Out_i = \sum_i {M_i} + Bias_i
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:

$$
M = (X W_i) * Y \\
Out_i = \sum_j {M_j} + Bias_i
$$

Where $W_i$ is the $i$-th slice of Input(Weight);
$M_j$ is the $j$-th column of $M$;
$Out_i$ is the $i$-th column of Output(Out);
$Bias_i$ is a column vector, each element of it is equal to
the $i$-th element of $Bias$;

)DOC");
}
Expand Down