Keno Fischer
d55f742533
Add higher order autodiff for getindex
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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
2019-02-05 23:49:48 -05:00
Mike J Innes
0469394715
Merge pull request #576 from mcabbott/patch-1
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PermutedDimsArray
2019-01-29 14:55:55 +00:00
Anand Bisen
3670fabbe6
add tests for stack and unstack
2019-01-29 01:41:15 -08:00
Michael Abbott
55a7359f67
PermutedDimsArray test
2019-01-28 18:19:06 +01:00
Mike J Innes
0f2975d905
update -> apply
2019-01-28 13:59:23 +00:00
Mike J Innes
013b421b08
Merge pull request #570 from avik-pal/ap/batchnorm_fixes
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Patches for default initializers
2019-01-28 10:40:55 +00:00
Mike J Innes
58ac415f6b
forward mode
2019-01-25 16:14:24 +00:00
Mike J Innes
791939709b
numeric precision utilities
2019-01-25 10:06:37 +00:00
Avik Pal
2f3ad56166
Add test for Depthwise Conv
2019-01-24 18:53:04 +05:30
Mike Innes
0142d89943
test onecold-of-tracked-gpu-vector
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see #556
2019-01-24 10:40:52 +00:00
Mike J Innes
152ce4a164
conversions for dual numbers
2019-01-22 10:07:42 +00:00
Mike J Innes
f6397e7358
Merge pull request #517 from FluxML/fix_adamw
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Fix decay argument in ADAMW
2019-01-18 10:06:23 +00:00
Mike J Innes
4d79f499bf
fixes #549
2019-01-15 15:49:37 +00:00
Mike J Innes
a3e0de1ee5
fixes #516
2019-01-15 15:49:18 +00:00
Mike J Innes
67d9016319
Merge pull request #538 from KristofferC/kc/promote
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fix promotion by avoiding integer division in mse and crossentropy
2019-01-15 13:20:46 +00:00
Kristoffer Carlsson
c74aa67c5d
fix promotion by avoiding integer division in mse and crossentropy
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oops
add tests
2019-01-15 14:15:05 +01:00
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
Dhairya Gandhi
e48268ff06
fix argument name in ADAMW
2018-12-12 16:47:42 +05:30
Mike J Innes
1c36504768
fixup
2018-11-27 18:44:07 -05:00
Avik Pal
dfd680646c
Fix conflict
2018-11-14 22:18:57 +05:30
Mike J Innes
b3331205d1
faster default gradient performance
2018-11-12 23:39:25 +00:00
Mike J Innes
903db70673
float32 param initialisers
2018-11-12 20:10:47 +00:00
Avik Pal
9f12e8ec68
Make the test more reliable
2018-11-10 14:00:25 +05:30
Avik Pal
4df9e10516
Add test for 2D inputs
2018-11-10 11:52:23 +05:30
Avik Pal
564518e448
Merge branch 'master' of https://github.com/FluxML/Flux.jl into cudnn_batchnorm
2018-11-08 19:13:34 +05:30
Mike J Innes
30486f9c03
Merge pull request #441 from Paethon/rm_initn
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Removes initn initialization
2018-11-08 13:25:02 +00:00
Mike J Innes
5e572df557
Merge pull request #485 from dhairyagandhi96/master
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Add call back
2018-11-08 13:18:17 +00:00
Dhairya Gandhi
392c3c942b
re-add removed call function
2018-11-08 18:44:57 +05:30
Mike J Innes
d0e4fbb1e0
Merge branch 'master' into ed/diagm-pair
2018-11-05 11:51:29 +00:00
Mike J Innes
43c5f90d93
Merge pull request #379 from dhairyagandhi96/master
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New optimisers interface
2018-10-31 16:38:40 +00:00
Mike J Innes
bffaceee02
tweaks
2018-10-31 14:58:55 +00:00
Mike J Innes
70283e1971
Merge pull request #465 from FluxML/mji/once
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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
Dhairya Gandhi
bebf4eb95f
fixed ExpDecay update! rule
2018-10-29 23:12:24 +05:30
Dhairya Gandhi
32ce2d78b8
fixed ExpDecay test
2018-10-27 19:53:06 +05:30
Dhairya Gandhi
ea508a79b0
use explicit update! rule
2018-10-27 19:39:56 +05:30
Dhairya Gandhi
815e8c206d
decay fixes
2018-10-27 19:26:42 +05:30
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
Avik Pal
2559e7b4e6
Fix merge conflicts
2018-10-23 21:53:29 +05:30
Mike J Innes
bbccdb3eec
Merge pull request #279 from avik-pal/depthwiseconv
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Adds support for Depthwise Convolutions
2018-10-23 17:22:15 +01:00
Sebastian Stabinger
94e5e9f993
Removes initn initialization
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Is replaced with glorot_uniform for Conv following Keras
2018-10-17 17:11:16 +02:00
Dhairya Gandhi
edbcd3c9ea
fix train! test
2018-10-11 18:52:16 +05:30
Dhairya Gandhi
fe8c147f72
fixed weight decay definition
2018-10-11 10:07:16 +05:30
Mike J Innes
73385b5dbd
Merge pull request #372 from johnnychen94/issue-#354
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Type restriction for Dense layer
2018-10-05 15:03:03 +01:00
Mike J Innes
325d2ce212
Merge pull request #418 from c-p-murphy/add-fashion-mnist
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Add FashionMNIST
2018-10-05 14:05:50 +01:00
Tejan Karmali
2ff54ee0fd
cudnn_available() update
2018-10-04 11:31:29 -04:00
Christopher Murphy
7e67bf06e1
update tests
2018-10-02 15:00:45 -04:00
JohnnyChen
3bf18347e0
Fix dimensional error in test
2018-09-26 22:03:38 +08:00
