Matthew Kelley
0e95be3326
Call Flux.Tracker.data() on ŷ for bce
2018-06-26 14:48:51 -06:00
Matthew Kelley
ed032cdb1e
Change epsilon value to eps(ŷ)
2018-06-26 12:29:06 -06:00
Matthew Kelley
e08fd7a6d2
Added epsilon term to binarycrossentropy
2018-06-26 11:43:16 -06:00
Mike J Innes
88c16e62dd
fixes #284
2018-06-26 15:09:26 +01:00
Mike J Innes
836e3872b6
style
2018-06-26 15:09:21 +01:00
Mike J Innes
2723c9ee04
Merge pull request #257 from staticfloat/sf/back_inf_nan
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Check for `Inf` and `NaN` within `back!(::TrackedReal)`
2018-06-26 14:42:33 +01:00
Mike J Innes
0a04e3ba61
Chain activations
2018-06-26 14:30:46 +01:00
Mike J Innes
7726a5b605
inferrable
2018-06-26 14:12:57 +01:00
Mike J Innes
3b575930ca
Merge branch 'master' into scalar_pad_stride
2018-06-26 14:05:07 +01:00
Mike Innes
7e3cf45ee4
better error
2018-06-25 11:36:52 +01:00
Mike J Innes
aea1e73cde
scalar gradients
2018-06-21 13:12:42 +01:00
Tejan Karmali
d20771d6be
Default value of dilation
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dilation should be 1 by default
2018-06-09 02:29:46 +05:30
Tejan Karmali
4a24b69976
Merge branch 'master' into nadam-opt
2018-06-08 16:54:41 +05:30
Mike J Innes
4915b0c8dd
Merge pull request #268 from staticfloat/patch-2
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Add `dilation` kwarg to `Conv`
2018-06-07 13:49:02 +01:00
Mike J Innes
af8f3348eb
Merge pull request #270 from staticfloat/sf/tracked_repeat
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Add `TrackedArray` support for `repeat(x; inner, outer)`
2018-06-06 17:34:58 +01:00
Mike Innes
2370bdbe91
see #205
2018-06-06 17:01:28 +01:00
staticfloat@gmail.com
f390a39d77
Add TrackedArray support for repeat(x; inner, outer)
2018-05-22 17:41:05 -07:00
Elliot Saba
e6efca4bf4
Add dilation kwarg to Conv
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Now that we have dilated convolution support in `NNlib`, this is enables support in Flux's `Conv` layer.
2018-05-21 13:44:13 -07:00
James Bradbury
af12f006f2
Use broadcast for dropout
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Should be fast enough on GPU now that it's not going to be an optimization target again for a while. Hopefully isn't meaningfully slower on CPU?
2018-05-20 04:04:33 -07:00
staticfloat@gmail.com
9fdbe843ef
Check for Inf and NaN within back!(::TrackedReal)
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This is often checked for within user code, no reason to do that, let's
do it for them within `back!(::TrackedReal)`
2018-05-07 15:30:44 -07:00
Mike J Innes
24ad384a38
Merge pull request #243 from gustafsson/catdim
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Support for hcat and cat
2018-05-07 13:04:31 +01:00
Mike Innes
ef9077d9fa
style
2018-05-07 13:03:52 +01:00
Mike Innes
b59161a41e
export Tracker again
2018-05-05 17:15:18 +01:00
Johan Gustafsson
5fc6190956
RowVector tests
2018-05-02 16:10:39 +02:00
Johan Gustafsson
94bb064a0f
more tests of array promotion for concatenation
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# Conflicts:
# test/tracker.jl
2018-05-02 16:00:29 +02:00
Johan Gustafsson
1c189c62ed
cat with multiple dims #156
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Co-authored-by: americast <sayan.sinha@iitkgp.ac.in>
2018-05-02 15:59:46 +02:00
Johan Gustafsson
fb68529169
define back function right after forward function
2018-05-02 15:59:46 +02:00
Johan Gustafsson
509a2e59f6
cat promotions and mixed ranks
2018-05-02 15:59:46 +02:00
Johan Gustafsson
eaaf5fd34c
vcat arrays with ndims>2
2018-05-02 15:59:46 +02:00
Johan Gustafsson
bcef5c4ab5
Support hcat and cat
2018-05-02 15:59:46 +02:00
Mike J Innes
7d7d89569c
rm this deprecation for 0.6
2018-05-01 12:20:36 +01:00
Mike J Innes
9a7e6e9c5c
hold off on some things
2018-05-01 12:18:56 +01:00
CarloLucibello
e186b958dd
more exports
2018-05-01 12:13:14 +01:00
Mike J Innes
ee89a7797e
Merge pull request #245 from freeboson/adamax
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Add AdaMax optimizer
2018-05-01 11:28:07 +01:00
Mike J Innes
5efbaddb97
Merge pull request #249 from ninjin/nin/minimum
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[RFC] Backpropagation for `maximum` and `minimum`
2018-04-30 18:40:42 +01:00
Mike J Innes
73a51400b6
better error message
2018-04-30 12:09:15 +01:00
Pontus Stenetorp
cfd29b9c76
Backpropagation for maximum and minimum
2018-04-29 13:52:54 +01:00
Sujeet Akula
8c042bd522
element wise max()
2018-04-26 21:12:31 +10:00
Sujeet Akula
5e5f255f81
export typo
2018-04-26 17:42:04 +10:00
Sujeet Akula
4586bda5ab
export/test adamax
2018-04-26 17:40:11 +10:00
Sujeet Akula
b6508e2416
add adamax
2018-04-26 17:37:24 +10:00
Mike J Innes
baff20514d
gpu broadcast fix
2018-04-17 18:05:58 +01:00
Mike J Innes
8f73dc6e14
fix gpu cross entropy
2018-04-17 17:56:47 +01:00
tejank10
2ef25775c6
removed extra expand and fixed bug
2018-04-16 01:18:26 +05:30
Mike Innes
d12fb98f2a
nicer batchnorm shape error
2018-04-15 20:29:25 +01:00
tejank10
2f5473d435
added expand in conv constructor
2018-04-16 00:59:11 +05:30
Mike J Innes
8f29968c32
Merge pull request #207 from safnuk/pull-request/07b0f95d
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BatchNorm for convolutions
2018-04-15 20:10:33 +01:00
Mike J Innes
683a73fed3
download info
2018-04-15 20:09:30 +01:00
Mike J Innes
5fd240f525
interface tweaks
2018-04-15 20:04:42 +01:00
Mike J Innes
73a0be3e04
Merge branch 'master' into pull-request/07b0f95d
2018-04-15 17:10:29 +01:00
Mike J Innes
642543808e
Merge pull request #226 from CarloLucibello/reshape
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fix reshape
2018-04-15 16:53:21 +01:00
tejank10
b080f5c82e
Scalar pad and stride
2018-04-15 20:32:40 +05:30
Mike J Innes
cb3ae8df6a
rename normalise.jl
2018-04-15 15:45:46 +01:00
Mike J Innes
b05e755068
rm jit from cuda
2018-04-15 15:08:58 +01:00
tejank10
5cc681317a
added stride for pooling in tracker
2018-04-15 15:07:04 +01:00
tejank10
f6097d58d6
Scalar pad/stride for Conv constructor
2018-04-15 12:15:41 +05:30
Mike Innes
9d7164f15f
we'll do this differently
2018-04-14 02:09:35 +01:00
tejank10
65847bb745
moved epsilon into sqrt
2018-04-04 15:25:20 +05:30
tejank10
3ead662987
Update rule fixed
2018-04-04 15:18:44 +05:30
CarloLucibello
b415333233
fix reshape
2018-04-02 16:09:57 -04:00
tejank10
ea9b5471fa
NADAM optimizer
2018-04-03 01:27:22 +05:30
Brad Safnuk
b9a66c679d
Fix error in initialization of σ.
2018-03-22 22:20:21 -04:00
Brad Safnuk
35299d4621
Fix type instability when loading onto a gpu.
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Also fixes Issue #216 .
2018-03-22 21:32:32 -04:00
Mike J Innes
4320738d87
fix
2018-03-21 11:25:47 +00:00
Mike Innes
1c5f8e3534
ndims for shapes
2018-03-16 14:42:08 +00:00
Brad Safnuk
db2d9efb72
Update BatchNorm documentation
2018-03-15 21:59:38 -04:00
Brad Safnuk
6653ec86d9
Allow multidimensional inputs to batchnorm.
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Can be used in conjunction with convolutional layers, in addition
to dense layers, with the same api.
2018-03-15 21:48:59 -04:00
Mike J Innes
e931552f7d
Merge pull request #200 from chengchingwen/repmat
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implement `back` of `repmat`
2018-03-15 15:18:48 +00:00
Mike J Innes
5d7edb5aaa
Merge pull request #197 from chengchingwen/master
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Implement `prod` for `TrackedArray`
2018-03-15 15:17:24 +00:00
boathit
2ec37790be
eliminate ambiguity
2018-03-13 10:50:56 +08:00
boathit
ff2caf032c
eliminate ambiguous
2018-03-12 22:48:16 +08:00
Mike J Innes
9ccbac8b80
jit gpu support
2018-03-07 19:18:27 +00:00
chengchingwen
43af3895b0
change prod implementation to avoid small xs
2018-03-07 21:03:13 +08:00
chengchingwen
c00f7f850f
implement back of repmat
2018-03-07 20:43:59 +08:00
chengchingwen
7c721475c6
add gradient check for prod and fix dims in back(::typeof(prod),...)
2018-03-07 16:24:44 +08:00
Mike Innes
d21c313ea7
tweaks
2018-03-06 19:58:47 +00:00
Mike Innes
36baa7ec2c
convnet primitives
2018-03-06 19:58:05 +00:00
Mike Innes
0802b4d5cf
closes #198
2018-03-06 16:56:01 +00:00
Elliot Saba
6445295318
Better download detection
2018-03-06 08:45:45 -08:00
Elliot Saba
19f691d342
Use cache.julialang.org to store ML models
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It's annoying that when third party servers go down our tests break.
Let's at least make sure that if our tests break due to server outages
it's our fault.
2018-03-06 08:03:21 -08:00
Mike Innes
3babeeb440
scalar hashing
2018-03-06 13:49:05 +00:00
chengchingwen
86d782a5ce
implement prod for TrackedArray
2018-03-06 18:01:19 +08:00
Mike Innes
c95a97f6ae
make epochs available
2018-03-06 03:01:56 +00:00
Mike Innes
432b9c3222
loadparams!
2018-03-06 02:45:31 +00:00
Mike Innes
65ed95190a
fix
2018-03-05 23:44:25 +00:00
Mike Innes
bfd6a4c0ec
cleaner interrupts
2018-03-05 23:05:45 +00:00
Mike Innes
5153cde847
move epochs
2018-03-05 22:56:22 +00:00
Mike J Innes
662439c164
closes #177
2018-03-05 17:24:46 +00:00
Elliot Saba
36295799ee
Add permutedims() for tracked arrays
2018-03-02 10:22:28 -08:00
Mike J Innes
8019f789f8
use normal log
2018-03-01 16:35:49 +00:00
Mike J Innes
ac57fc3c26
use @ fix in a few places
2018-03-01 16:31:20 +00:00
Mike J Innes
c2fea2acf6
revert this
2018-02-28 23:06:53 +00:00
Mike J Innes
2eb38eedbf
update gpu api
2018-02-28 22:51:08 +00:00
Mike J Innes
ccef9f4dd4
jit softmax
2018-02-28 22:07:35 +00:00
Mike J Innes
7606b1a399
single-batch convolution
2018-02-28 14:25:32 +00:00
Mike J Innes
6bdc2b37a9
inline call
2018-02-28 13:47:14 +00:00
Mike J Innes
a401f08cda
compile layers
2018-02-27 22:40:51 +00:00
Mike J Innes
5a32976cbf
basic compile step
2018-02-27 21:43:41 +00:00
Mike J Innes
bdb8aae107
move cache logic
2018-02-27 21:41:03 +00:00
Mike J Innes
2c74976602
more general
2018-02-27 01:25:40 +00:00
