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OpenDAS
dlib
Commits
269a3ed1
Commit
269a3ed1
authored
Apr 13, 2021
by
Davis King
Browse files
fix incorrect docs about what gradient is computed
parent
92106718
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dlib/cuda/tensor_tools.h
dlib/cuda/tensor_tools.h
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dlib/cuda/tensor_tools.h
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269a3ed1
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@@ -1639,18 +1639,19 @@ namespace dlib { namespace tt
void
gelu_gradient
(
tensor
&
grad
,
const
tensor
&
dest
,
const
tensor
&
src
,
const
tensor
&
gradient_input
);
/*!
requires
- have_same_dimensions(dest,gradient_input) == true
- have_same_dimensions(dest,grad) == true
ensures
- This function computes the gradient of f() with respect to SRC and stores
it to grad. Moreover, if is_same_object(grad,gradient_input)==true then
the output is assigned to grad, replacing its previous contents.
Otherwise the output is added to grad.
- have_same_dimensions(src,gradient_input) == true
- have_same_dimensions(src,grad) == true
ensures
- Recalling that dest is the output of gelu(dest,src), let f(src) ==
dot(gradient_input,dest). Then this function computes the gradient of f() with respect
to src and stores it to grad. Moreover, if is_same_object(grad,gradient_input)==true
then the output is assigned to grad, replacing its previous contents. Otherwise the
output is added to grad.
- This function supports in-place operation, i.e. having
is_same_object(grad, gradient_input)==true
!*/
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