Commit Graph

112 Commits

Author SHA1 Message Date
Keno Fischer
16369769ab Handle various cases of multiplying transpose-wrapped matrices
See test cases. I hit these while taking third-order derivatives of
matrix multiplies (whose gradient definitions use transpose).
2019-02-06 10:41:32 -05:00
Keno Fischer
d36d7879df Add higher order autodiff for getindex
This fixed higher order autodiff or getindex (and by extension vcat, since
it's backward pass uses getindex). This makes tracker able to handle
the third order derivatives needed to implement [1].

[1] Physics-Informed Generative Adversarial Networks for Stochastic Differential Equations. https://arxiv.org/abs/1811.02033
2019-02-06 10:41:23 -05:00
Mike J Innes
e8b2ec6f67
Merge pull request #311 from tejank10/conv_transpose
2D Conv transpose support
2019-02-06 14:14:14 +00:00
Mike J Innes
cfe6859186 auto-collect in forward 2019-02-04 10:37:02 +00:00
Mike J Innes
838070968e vcat with scalars 2019-02-04 00:05:16 +00:00
Tejan Karmali
e54df2de06
Merge branch 'master' into conv_transpose 2019-02-02 10:20:45 +05:30
Michael Abbott
55a7359f67
PermutedDimsArray test 2019-01-28 18:19:06 +01:00
Mike J Innes
58ac415f6b forward mode 2019-01-25 16:14:24 +00:00
Mike J Innes
152ce4a164 conversions for dual numbers 2019-01-22 10:07:42 +00:00
Mike J Innes
a3e0de1ee5 fixes #516 2019-01-15 15:49:18 +00:00
Mike J Innes
735b970c12 fix update for scalars 2019-01-10 10:19:05 +00:00
Mike J Innes
6b11c552f3 better h/vcat, fixes #378 2018-12-19 11:19:01 +00:00
Tejan Karmali
1648414a5d fixes for layer and test 2018-12-04 11:08:40 -05:00
Tejan Karmali
95e490a2c5 merge conflict resolved 2018-11-28 11:10:22 -05:00
Tejan Karmali
a71ee386d0 1.0 fix for conv transpose 2018-11-28 10:55:21 -05:00
Mike J Innes
b3331205d1 faster default gradient performance 2018-11-12 23:39:25 +00:00
Mike J Innes
d0e4fbb1e0 Merge branch 'master' into ed/diagm-pair 2018-11-05 11:51:29 +00:00
Mike J Innes
70283e1971
Merge pull request #465 from FluxML/mji/once
Destroy AD graph when doing in-place gradients
2018-10-31 14:14:38 +00:00
Mike J Innes
77178b7d67 remove old-style definition and test 2018-10-30 14:21:22 +00:00
Roger-luo
e5d58699e6 fix and add test 2018-10-26 14:06:17 -04:00
Mike J Innes
c21d768b7c destroy AD graph when doing in-place gradients 2018-10-26 16:57:19 +01:00
Tejan Karmali
f540a0daf7 merge with upstream 2018-10-23 13:40:06 -04:00
Mike J Innes
bbccdb3eec
Merge pull request #279 from avik-pal/depthwiseconv
Adds support for Depthwise Convolutions
2018-10-23 17:22:15 +01:00
Tejan Karmali
e9bf86dbff Merge branch 'master' of https://github.com/FluxML/Flux.jl into conv_transpose 2018-10-19 02:08:25 -04:00
Alex Bird
d131853587 add inv/ldivide/rdivide + test 2018-09-19 13:08:30 +01:00
Avik Pal
eb9b408c0f
Merge branch 'master' into depthwiseconv 2018-09-15 10:21:31 +05:30
Tejan Karmali
e86365ed3f 1.0 fix for conv transpose 2018-09-08 15:44:06 -04:00
Johnny Chen
81811a01ce Update testset for ==, ≈, and < 2018-08-25 14:52:08 +08:00
Mike Innes
dfe7578216 test repeat fix 2018-08-23 11:29:43 +01:00
Josh Christie
710a65fe72 Fix back scalar with a Ref and fix diagonal test 2018-08-11 14:36:33 +01:00
Josh Christie
5186e3ba18 Updates for julia 1.0 2018-08-11 10:51:07 +01:00
Mike J Innes
62d594af43 out of place gradients for collect 2018-08-07 22:09:20 +01:00
Avik Pal
a0ec472a4b
Merge branch 'master' into depthwiseconv 2018-08-08 01:20:37 +05:30
pevnak
926411a449 removed most error, the only one in Fallbacks test persits 2018-08-03 15:14:25 +01:00
Simon Mandlik
02f343d44d fixed more dep warns, also in tests, but maximum, minimum and size in array.jl still need to be updated. As a result, some more tests may not pass for the time being 2018-08-03 15:14:25 +01:00
Simon Mandlik
0471c489e6 depwarns 2018-08-03 15:14:25 +01:00
pevnak
3510c837a8 zeros replaced by zero 2018-08-03 15:14:25 +01:00
pevnak
ea38c7dbea some more changes 2018-08-03 15:14:25 +01:00
pevnak
d6f5baee39 fixed fixes proposed by Carlo 2018-08-03 15:14:25 +01:00
pevnak
e98538673a updated sum to be compliant with latest beta. Removed some depwarns 2018-08-03 15:14:25 +01:00
Mike Innes
a50432324b rm broken test 2018-08-03 13:02:47 +01:00
Mike J Innes
00cfe24d66 fix cat 2018-08-03 13:02:47 +01:00
Mike J Innes
7057ca739e fix std usage 2018-08-03 12:56:27 +01:00
Mike J Innes
88a265154c deprecations 2018-08-03 12:54:31 +01:00
Avik Pal
0aabf9d86b
Merge branch 'master' into depthwiseconv 2018-07-13 14:04:19 +05:30
Mike J Innes
1430053b69 checkpoints 2018-07-09 17:52:34 +01:00
Mike J Innes
5e319c7395 fix gradient definitions 2018-07-09 13:39:10 +01:00
Avik Pal
84f977c804 Remove comment 2018-07-09 13:35:30 +05:30
Avik Pal
85158d632b Comment out the test 2018-06-11 16:00:20 +05:30
Avik Pal
b59da95786 Merge branch 'depthwiseconv' of https://github.com/avik-pal/Flux.jl into depthwiseconv 2018-06-09 13:11:42 +05:30