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EXP neuron layer #1204

Merged
merged 2 commits into from
Oct 3, 2014
Merged

EXP neuron layer #1204

merged 2 commits into from
Oct 3, 2014

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jeffdonahue
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Computes y = base ^ (scale * x + shift), with a default of base == -1 to set the base to e, for the actual exp function.

@jeffdonahue jeffdonahue force-pushed the exp-layer branch 7 times, most recently from 23cb79a to 1a612be Compare October 2, 2014 20:05
@jeffdonahue
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Will probably merge this soon if nobody objects.

If you happened to look at this more than a few hours ago, I had added a caffe_*_add_scalar methods with different source/dest data pointers (the current version is "in-place"), but I've since removed that commit and changed to precomputing base^shift and scaling the exp result (since scal, unlike add_scalar, is actually a BLAS function so presumably faster).

@shelhamer
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Sounds good!

On Thu, Oct 2, 2014 at 5:52 PM, Jeff Donahue notifications@github.com
wrote:

Will probably merge this soon if nobody objects.

If you happened to look at this more than a few hours ago, I had added a
caffe_*_add_scalar methods with different source/dest data pointers (the
current version is "in-place"), but I've since removed that commit and
changed to precomputing base^shift and scaling the exp result (since scal,
unlike add_scalar, is actually a BLAS function so presumably faster).


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#1204 (comment).

jeffdonahue added a commit that referenced this pull request Oct 3, 2014
@jeffdonahue jeffdonahue merged commit b84009e into BVLC:dev Oct 3, 2014
mitmul pushed a commit to mitmul/caffe that referenced this pull request Oct 11, 2014
RazvanRanca pushed a commit to RazvanRanca/caffe that referenced this pull request Nov 4, 2014
@jeffdonahue jeffdonahue deleted the exp-layer branch January 20, 2015 01:02
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2 participants