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fix utf8 (apache#6045)
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yajiedesign authored and piiswrong committed May 1, 2017
1 parent b83700c commit efa20ac
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4 changes: 2 additions & 2 deletions src/operator/lrn.cc
Original file line number Diff line number Diff line change
Expand Up @@ -42,7 +42,7 @@ MXNET_REGISTER_OP_PROPERTY(LRN, LocalResponseNormProp)
.add_arguments(LRNParam::__FIELDS__())
.describe(R"code(Applies local response normalization to the input.
The local response normalization layer performs lateral inhibition by normalizing
The local response normalization layer performs "lateral inhibition" by normalizing
over local input regions.
If :math:`a_{x,y}^{i}` is the activity of a neuron computed by applying kernel :math:`i` at position
Expand All @@ -52,7 +52,7 @@ activity :math:`b_{x,y}^{i}` is given by the expression:
.. math::
b_{x,y}^{i} = \frac{a_{x,y}^{i}}{\Bigg({k + \alpha \sum_{j=max(0, i-\frac{n}{2})}^{min(N-1, i+\frac{n}{2})} (a_{x,y}^{j})^{2}}\Bigg)^{\beta}}
where the sum runs over :math:`n` adjacent kernel maps at the same spatial position, and :math:`N` is the total
where the sum runs over :math:`n` "adjacent" kernel maps at the same spatial position, and :math:`N` is the total
number of kernels in the layer.
)code" ADD_FILELINE);
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2 changes: 1 addition & 1 deletion src/operator/roi_pooling.cc
Original file line number Diff line number Diff line change
Expand Up @@ -245,7 +245,7 @@ The cropped feature maps are pooled by standard max pooling operation to a fixed
indicated by a `pooled_size` parameter. batch_size will change to the number of region
bounding boxes after `ROIPooling`.
The size of each region of interest doesnt have to be perfectly divisible by
The size of each region of interest doesn't have to be perfectly divisible by
the number of pooling sections(`pooled_size`).
Example::
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2 changes: 1 addition & 1 deletion src/operator/tensor/matrix_op.cc
Original file line number Diff line number Diff line change
Expand Up @@ -515,7 +515,7 @@ there cases:
[ 1., 2., 1., 2., 1., 2.],
[ 3., 4., 3., 4., 3., 4.]]
- **n>d**. ``reps`` is promoted to length *n* by pre-pending 1s to it. Thus for
- **n>d**. ``reps`` is promoted to length *n* by pre-pending 1's to it. Thus for
an input shape ``(2,3)``, ``repos=(2,)`` is treated as ``(1,2)``::
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