tqchen commented on issue #11307: Memory Management
URL:
https://github.com/apache/incubator-mxnet/issues/11307#issuecomment-397770425
The fact is you can't. Unfortunately, we have to blame JVM in this case,
which does not have ARC(accurate ref counting). The gc works well for the
tqchen commented on issue #11318: Revert "Static alloc for hybridblock"
URL: https://github.com/apache/incubator-mxnet/pull/11318#issuecomment-39148
it seems p
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tqchen commented on issue #11318: Revert "Static alloc for hybridblock"
URL: https://github.com/apache/incubator-mxnet/pull/11318#issuecomment-39148
it seems you have been using veto too often lately, please @marcoabreu we
are not being unreasonable here, your concern about testcases
marcoabreu opened a new pull request #11318: Revert "Static alloc for
hybridblock"
URL: https://github.com/apache/incubator-mxnet/pull/11318
Reverts apache/incubator-mxnet#11313
My veto has been ignored and thus I'm allowed to revert this PR. See
chenbiaolong commented on issue #8474: How to train variable input shape CNN?
URL:
https://github.com/apache/incubator-mxnet/issues/8474#issuecomment-397787011
@lanking520 @marcoabreu We found MXNet is convenient in c++
deployment,especially when we want to improve our throughputs. The
marcoabreu commented on a change in pull request #11294: [MXNET-543][WIP]Scala
Spark test
URL: https://github.com/apache/incubator-mxnet/pull/11294#discussion_r195887039
##
File path:
scala-package/spark/src/test/scala/org/apache/mxnet/spark/MXNetGeneralSuite.scala
##
@@
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new 5431e12 Static alloc for hybridblock
chenbiaolong commented on issue #8474: How to train variable input shape CNN?
URL:
https://github.com/apache/incubator-mxnet/issues/8474#issuecomment-397514469
@lanking520 the main framework we use to train models is Tensorflow now.In
last year we use tensorflow train variable shape
anirudh2290 closed pull request #11309: Backport fix discard_stderr
URL: https://github.com/apache/incubator-mxnet/pull/11309
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marcoabreu commented on issue #11318: Revert "Static alloc for hybridblock"
URL: https://github.com/apache/incubator-mxnet/pull/11318#issuecomment-397778459
https://github.com/apache/incubator-mxnet/issues/11171 has not been addressed
Pedros review in
TaoLv commented on issue #11262: [MXNET-542] Fix mkldnn performance regression
+ improve test logging
URL: https://github.com/apache/incubator-mxnet/pull/11262#issuecomment-397780096
@azai91 Yes, please see the comments and description in
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commit f6a8cb76b7e182e86c4c9a382421baba56bd6cb4
Author: Anirudh Subramanian
AuthorDate: Fri Jun 15 00:15:06 2018
nswamy commented on issue #11307: Memory Management
URL:
https://github.com/apache/incubator-mxnet/issues/11307#issuecomment-397773700
We could explore using WeakReferences like how ND4J does or use ObjectPoo.
Scala Implicits helps to remove the ugliness of boiler plate code. I'll write
ThomasDelteil commented on issue #11318: Revert "Static alloc for hybridblock"
URL: https://github.com/apache/incubator-mxnet/pull/11318#issuecomment-397778642
I think I have raised specific concerns (twice) that have gone unanswered,
just in case they got lost in the flow, let me write
tqchen commented on issue #11318: Revert "Static alloc for hybridblock"
URL: https://github.com/apache/incubator-mxnet/pull/11318#issuecomment-397778667
This PR is already fixing the problems and added test coverages. If we just
block this, how can we move forward?
tqchen commented on issue #11318: Revert "Static alloc for hybridblock"
URL: https://github.com/apache/incubator-mxnet/pull/11318#issuecomment-397778646
This PR is already fixing the problems and added test coverages. If we just
block this, how can we move forward?
tqchen commented on issue #11318: Revert "Static alloc for hybridblock"
URL: https://github.com/apache/incubator-mxnet/pull/11318#issuecomment-397778667
This PR is already fixing the problems and added test coverages. If we just
block this, how can we move forward?
marcoabreu closed pull request #11319: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11319
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was 29faa9f fix
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was c8a9374 Revert "Revert "Static alloc for hybridblock (#11313)"
(#11318)"
The
TaoLv commented on issue #11262: [MXNET-542] Fix mkldnn performance regression
+ improve test logging
URL: https://github.com/apache/incubator-mxnet/pull/11262#issuecomment-397785653
I verifed the performance of commit 83ce4f0. It looks good to me, compared
with commit 9514a1e.
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commit 332056a3413d8065adf7ede5d6a789954b3a8326
Author: Thomas Delteil
AuthorDate: Thu Jun 14 14:10:11 2018
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from 00ec21c Scala inference memory leak fix #11204 (#11216)
new f6a8cb7 Add NEWS and README
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commit 719beeaab96be2b282761ddbf479670226a77f83
Author: Eric Junyuan Xie
AuthorDate: Wed Jun 13 22:01:40 2018
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new daa957c Fix discard_stderr
tqchen commented on issue #11318: Revert "Static alloc for hybridblock"
URL: https://github.com/apache/incubator-mxnet/pull/11318#issuecomment-39458
If you have specific concerns, raise them. Your concern of lack of test
coverage has been addressed, and you are abusing your right as
marcoabreu commented on issue #11318: Revert "Static alloc for hybridblock"
URL: https://github.com/apache/incubator-mxnet/pull/11318#issuecomment-397779766
Exactly, that's all I'm asking for. Give the community enough time to review
the PR and address their concerns before merging it.
zheng-da commented on issue #11318: Revert "Static alloc for hybridblock"
URL: https://github.com/apache/incubator-mxnet/pull/11318#issuecomment-397779690
@marcoabreu I think you should at least give people who understand the PR
the opportunity to review it.
haojin2 commented on issue #11319: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11319#issuecomment-397786323
@marcoabreu Can we bring this commit back? I've got some work (#11179) that
depends of part of this PR.
TaoLv commented on issue #11262: [MXNET-542] Fix mkldnn performance regression
+ improve test logging
URL: https://github.com/apache/incubator-mxnet/pull/11262#issuecomment-397785653
I verifed the performance of commit 83ce4f0 with inference of ResNet50,
VGG16 and Inception-v3. It looks
haojin2 commented on issue #11319: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11319#issuecomment-397786323
@marcoabreu Can we bring this commit back? I've got some ongoing work
(#11179) that depends of part of this PR.
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commit dfc17bb6ec2627e4ee7bb65c89cc16154c9fa2f9
Author: Eric Junyuan Xie
AuthorDate: Thu Jun 14 14:02:48 2018
safrooze commented on issue #9881: Inconsistent weight decay logics in multiple
optimizers
URL:
https://github.com/apache/incubator-mxnet/issues/9881#issuecomment-397769492
Also there is this paper that discusses how weight_decay must be applied
independently from optimizer:
tqchen commented on issue #11307: Memory Management
URL:
https://github.com/apache/incubator-mxnet/issues/11307#issuecomment-397774432
I think @yzhliu knows more details, the original design of scala was done in
an implicit way by doing disposable at finalizer (like what you suggested).
zheng-da commented on issue #11313: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11313#issuecomment-397779383
@marcoabreu I have been intensively using CachedOp with static memory
allocation this week. I also read the code in the past week. Other than
yjcn commented on issue #11242: Same model with c_predict_api gets an incorrect
result but it is right in python.
URL:
https://github.com/apache/incubator-mxnet/issues/11242#issuecomment-397784515
@kalyc
this is python ssd 's log.
tqchen commented on issue #11307: Memory Management
URL:
https://github.com/apache/incubator-mxnet/issues/11307#issuecomment-397786640
Just putting some comment about our existing effort here so that we don't
waste effort one things already tried. If there is really a solution out of
eric-haibin-lin commented on issue #11319: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11319#issuecomment-397789580
@marcoabreu My work also depends on this PR.
https://github.com/apache/incubator-mxnet/pull/11306
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commit 24f14f7fdbef427aab25738608267c57de645987
Author: Marco de Abreu
AuthorDate: Fri Jun 15
marcoabreu opened a new pull request #11318: Revert "Static alloc for
hybridblock"
URL: https://github.com/apache/incubator-mxnet/pull/11318
Reverts apache/incubator-mxnet#11313
My veto has been ignored and thus I'm allowed to revert this PR. See
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at 24f14f7 Revert "Static alloc for hybridblock (#11313)"
This branch includes the
zheng-da commented on issue #11313: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11313#issuecomment-397779855
I don't understand what the problem is. Because you veto, the PR should
never be merged?
We should open the PR and get proper reviews and
tqchen commented on issue #11313: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11313#issuecomment-397782646
just to be fair, I dismissed the your comment with specific comment that
addresses your issue
tqchen commented on issue #11307: Memory Management
URL:
https://github.com/apache/incubator-mxnet/issues/11307#issuecomment-397774432
I think @yzhliu knows more details, the original design of scala was done in
an implicit way by doing disposable at finalizer.
The problem is
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new 0070e1c Bump the publish
tqchen opened a new pull request #11319: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11319
Bring back the changes of hybrid-blocks. The test coverage issues has been
addressed.
This is an
marcoabreu commented on issue #11313: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11313#issuecomment-397780181
I was not the one who closed this PR, it was @tqchen. He was the one who
dismissed my review and blocked other people from reviewing it. So
lanking520 commented on a change in pull request #11294: [MXNET-543][WIP]Scala
Spark test
URL: https://github.com/apache/incubator-mxnet/pull/11294#discussion_r195884144
##
File path:
scala-package/spark/src/test/scala/org/apache/mxnet/spark/MXNetGeneralSuite.scala
##
@@
nswamy closed pull request #11256: [MXNET-539] Allow Scala users to specify
data/label names for NDArrayIter
URL: https://github.com/apache/incubator-mxnet/pull/11256
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new 02e8a71 [MXNET-539] Allow Scala users
marcoabreu commented on issue #11318: Revert "Static alloc for hybridblock"
URL: https://github.com/apache/incubator-mxnet/pull/11318#issuecomment-39312
My as well as Thomas' concerns have not been addressed.
This is an
tqchen opened a new pull request #11319: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11319
Bring back the changes of hybrid-blocks. The test coverage issues has been
addressed.
This is an
zheng-da commented on issue #11318: Revert "Static alloc for hybridblock"
URL: https://github.com/apache/incubator-mxnet/pull/11318#issuecomment-397779615
@marcoabreu I have been intensively using CachedOp with static memory
allocation this week. I also read the code this week. Other than
marcoabreu commented on issue #11313: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11313#issuecomment-397779609
Hi Da, thanks for your comments. I'm sure that CachedOp is behaving as
expected. The problems are described at
TaoLv commented on a change in pull request #11262: [MXNET-542] Fix mkldnn
performance regression + improve test logging
URL: https://github.com/apache/incubator-mxnet/pull/11262#discussion_r195892008
##
File path: src/operator/nn/mkldnn/mkldnn_base-inl.h
##
@@ -327,7
TaoLv commented on a change in pull request #11262: [MXNET-542] Fix mkldnn
performance regression + improve test logging
URL: https://github.com/apache/incubator-mxnet/pull/11262#discussion_r195891771
##
File path: src/operator/nn/mkldnn/mkldnn_base.cc
##
@@ -77,26 +77,35
TaoLv commented on a change in pull request #11262: [MXNET-542] Fix mkldnn
performance regression + improve test logging
URL: https://github.com/apache/incubator-mxnet/pull/11262#discussion_r195891794
##
File path: src/operator/nn/mkldnn/mkldnn_base.cc
##
@@ -77,26 +77,35
TaoLv commented on a change in pull request #11262: [MXNET-542] Fix mkldnn
performance regression + improve test logging
URL: https://github.com/apache/incubator-mxnet/pull/11262#discussion_r195891904
##
File path: src/operator/nn/mkldnn/mkldnn_base.cc
##
@@ -77,26 +77,35
TaoLv commented on a change in pull request #11262: [MXNET-542] Fix mkldnn
performance regression + improve test logging
URL: https://github.com/apache/incubator-mxnet/pull/11262#discussion_r195891782
##
File path: src/operator/nn/mkldnn/mkldnn_base.cc
##
@@ -77,26 +77,35
TaoLv commented on a change in pull request #11262: [MXNET-542] Fix mkldnn
performance regression + improve test logging
URL: https://github.com/apache/incubator-mxnet/pull/11262#discussion_r195891956
##
File path: src/operator/nn/mkldnn/mkldnn_base.cc
##
@@ -77,26 +77,35
TaoLv commented on a change in pull request #11262: [MXNET-542] Fix mkldnn
performance regression + improve test logging
URL: https://github.com/apache/incubator-mxnet/pull/11262#discussion_r195891865
##
File path: src/operator/nn/mkldnn/mkldnn_base.cc
##
@@ -77,26 +77,35
larroy commented on issue #11302: [MXNET-553] Restructure dockcross dockerfiles
to fix caching
URL: https://github.com/apache/incubator-mxnet/pull/11302#issuecomment-397782922
LGTM I can try what I asked myself as I'm not sure my question was well
understood.
piiswrong opened a new pull request #11320: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11320
This reverts commit 9b8eb567273d9521c639ea783e1117fe09cb3d64.
## Description ##
(Brief description on what this PR is about)
## Checklist ##
lebeg commented on a change in pull request #11199: [MXNET-538] Add XUnit to
python tests
URL: https://github.com/apache/incubator-mxnet/pull/11199#discussion_r195717612
##
File path: Jenkinsfile
##
@@ -689,16 +764,21 @@ try {
node('mxnetwindows-cpu') {
tvandergeer commented on issue #9507: Segmentation Fault
URL:
https://github.com/apache/incubator-mxnet/issues/9507#issuecomment-397611793
I'm running into the same issue using MXNet v1.2.0 on a Raspberry Pi 3+.
I've made a core dump and did a backtrace:
```
larroy closed pull request #11174: [MXNET-523] Fix build with OpenCV 2 (rpi)
URL: https://github.com/apache/incubator-mxnet/pull/11174
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larroy commented on issue #11174: [MXNET-523] Fix build with OpenCV 2 (rpi)
URL: https://github.com/apache/incubator-mxnet/pull/11174#issuecomment-397618772
Changes merged as part of bigger PR.
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matteosal commented on issue #11281: LRN operator doesn't comply with ONNX
specification
URL:
https://github.com/apache/incubator-mxnet/issues/11281#issuecomment-397582535
Why do you say that an even-sized window would lead to erroneous results?
There is no fundamental reason why the
matteosal commented on issue #11281: LRN operator doesn't comply with ONNX
specification
URL:
https://github.com/apache/incubator-mxnet/issues/11281#issuecomment-397582535
@anirudhacharya why do you say that an even-sized window would lead to
erroneous results? There is no fundamental
KellenSunderland commented on issue #11302: [MXNET-553] Restructure dockcross
dockerfiles to fix caching
URL: https://github.com/apache/incubator-mxnet/pull/11302#issuecomment-397598153
Would appreciate a review from @marcoabreu and @lebeg.
gigasquid commented on issue #11205: Clojure Contrib Package
URL: https://github.com/apache/incubator-mxnet/pull/11205#issuecomment-397608840
@kovasb Thanks so much for taking the time to review and providing such
insightful feedback and questions.
As far as corner cases go, I feel
asmushetzel commented on issue #11271: nd.topk regression with nan values
URL:
https://github.com/apache/incubator-mxnet/issues/11271#issuecomment-397571518
Do we have ever documented in MXNet how NAN is supposed to work in
comparisons? I'm not feeling confident to make code work against
lebeg commented on issue #11302: [MXNET-553] Restructure dockcross dockerfiles
to fix caching
URL: https://github.com/apache/incubator-mxnet/pull/11302#issuecomment-397599472
Excellent work @KellenSunderland! Do you think there is any need to make the
centos installations also robust to
Aman1994 opened a new issue #11303: MXNET Scala package build failed
URL: https://github.com/apache/incubator-mxnet/issues/11303
I tried these following steps while building:
sudo apt-get update
sudo apt-get install -y build-essential git
sudo apt-get install -y libopencv-dev
jimm1973 opened a new issue #9507: Segmentation Fault
URL: https://github.com/apache/incubator-mxnet/issues/9507
Hello everyone, Im following this post for my studies
"https://mxnet.incubator.apache.org/tutorials/embedded/wine_detector.html; but
whenever I run the python camera_test.py on
larroy commented on issue #9507: Segmentation Fault
URL:
https://github.com/apache/incubator-mxnet/issues/9507#issuecomment-397654033
Can you try with the naive engine?
https://mxnet.incubator.apache.org/faq/env_var.html#engine-type @lebeg
larroy commented on issue #9507: Segmentation Fault
URL:
https://github.com/apache/incubator-mxnet/issues/9507#issuecomment-397654033
Can you try with the naive engine?
https://mxnet.incubator.apache.org/faq/env_var.html#engine-type @lebeg
gigasquid commented on issue #11205: Clojure Contrib Package
URL: https://github.com/apache/incubator-mxnet/pull/11205#issuecomment-397608840
@kovasb Thanks so much for taking the time to review and providing such
insightful feedback and questions.
As far as corner cases go, I feel
gigasquid commented on issue #11303: MXNET Scala package build failed
URL:
https://github.com/apache/incubator-mxnet/issues/11303#issuecomment-397657151
You might want to try with the Scala jars on maven and see if you have the
same problem when trying to run some examples
yzhliu commented on a change in pull request #11256: [MXNET-539] Allow Scala
users to specify data/label names for NDArrayIter
URL: https://github.com/apache/incubator-mxnet/pull/11256#discussion_r195782399
##
File path:
szha closed pull request #11300: [BUILD] Remove useless additional link opt
URL: https://github.com/apache/incubator-mxnet/pull/11300
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from a7952f0 [MXNET-538] Add XUnit to python tests (#11199)
add feef067 [BUILD] Remove useless
gigasquid commented on issue #11205: Clojure Contrib Package
URL: https://github.com/apache/incubator-mxnet/pull/11205#issuecomment-397608840
@kovasb Thanks so much for taking the time to review and providing such
insightful feedback and questions.
As far as corner cases go, I feel
Roshrini commented on a change in pull request #11213: [MXNET-533] MXNet-ONNX
export
URL: https://github.com/apache/incubator-mxnet/pull/11213#discussion_r195808319
##
File path: python/mxnet/contrib/onnx/_export/export_model.py
##
@@ -0,0 +1,89 @@
+# Licensed to the
Roshrini opened a new issue #11305: MXNet_ONNX export feature request
URL: https://github.com/apache/incubator-mxnet/issues/11305
## Description
Right now MXNet_ONNX export feature supports converting symbol and params
file to ONNX protobuf.
Extend this functionality to export mxnet
marcoabreu closed pull request #11055: [MXNET-57] Added support android64
URL: https://github.com/apache/incubator-mxnet/pull/11055
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piiswrong commented on a change in pull request #11293: Update cached_op.cc
URL: https://github.com/apache/incubator-mxnet/pull/11293#discussion_r195820139
##
File path: src/imperative/cached_op.cc
##
@@ -674,7 +674,7 @@ OpStatePtr CachedOp::StaticForward(
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jxie pushed a change to branch piiswrong-patch-2
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git.
from 12c73ae Update cached_op.cc
add fcdca35 Update cached_op.cc
No new revisions were added by
KellenSunderland commented on issue #11302: [MXNET-553] Restructure dockcross
dockerfiles to fix caching
URL: https://github.com/apache/incubator-mxnet/pull/11302#issuecomment-397676703
@lebeg I think calling the compiler with $CC should be sufficient for
CentOS, at least for the time
azai91 commented on issue #11262: [MXNET-542] Fix mkldnn performance regression
+ improve test logging
URL: https://github.com/apache/incubator-mxnet/pull/11262#issuecomment-397681283
I have a separate PR where I write unit test for the
CreateMKLDNNMem/CommitOutput coming.
Roshrini commented on a change in pull request #11213: [MXNET-533] MXNet-ONNX
export
URL: https://github.com/apache/incubator-mxnet/pull/11213#discussion_r195812549
##
File path: python/mxnet/contrib/onnx/_export/op_translations.py
##
@@ -0,0 +1,1667 @@
+# Licensed to the
zheng-da commented on a change in pull request #11262: [MXNET-542] Fix mkldnn
performance regression + improve test logging
URL: https://github.com/apache/incubator-mxnet/pull/11262#discussion_r195814788
##
File path: tests/cpp/operator/mkldnn.cc
##
@@ -722,6 +731,27 @@
zheng-da commented on a change in pull request #11262: [MXNET-542] Fix mkldnn
performance regression + improve test logging
URL: https://github.com/apache/incubator-mxnet/pull/11262#discussion_r195814182
##
File path: src/operator/nn/mkldnn/mkldnn_base.cc
##
@@ -77,26
zheng-da commented on a change in pull request #11262: [MXNET-542] Fix mkldnn
performance regression + improve test logging
URL: https://github.com/apache/incubator-mxnet/pull/11262#discussion_r195814052
##
File path: src/operator/nn/mkldnn/mkldnn_base.cc
##
@@ -77,26
zheng-da commented on a change in pull request #11262: [MXNET-542] Fix mkldnn
performance regression + improve test logging
URL: https://github.com/apache/incubator-mxnet/pull/11262#discussion_r195813001
##
File path: src/operator/nn/mkldnn/mkldnn_base-inl.h
##
@@ -327,7
zheng-da commented on a change in pull request #11262: [MXNET-542] Fix mkldnn
performance regression + improve test logging
URL: https://github.com/apache/incubator-mxnet/pull/11262#discussion_r195814468
##
File path: src/operator/nn/mkldnn/mkldnn_sum.cc
##
@@ -92,7 +92,7
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