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
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 ##
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
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
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 work (#11179) that
depends of part of this PR.
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.
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
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.
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.
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.
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
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
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
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
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
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.
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
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
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was 29faa9f fix
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was fcdca35 Update cached_op.cc
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tqchen pushed a change to branch revert-11318-revert-11313-static
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git.
was c8a9374 Revert "Revert "Static alloc for hybridblock (#11313)"
(#11318)"
The
tqchen closed pull request #11319: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11319
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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
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?
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?
marcoabreu closed pull request #11319: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11319
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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
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
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new 0070e1c Bump the publish
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-39312
My as well as Thomas' concerns have not been addressed.
This is an
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 closed pull request #11318: Revert "Static alloc for hybridblock"
URL: https://github.com/apache/incubator-mxnet/pull/11318
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URL: https://github.com/apache/incubator-mxnet/pull/11318
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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
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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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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marcoabreu pushed a change to branch revert-11313-static
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git.
at 24f14f7 Revert "Static alloc for hybridblock (#11313)"
This branch includes the
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commit 24f14f7fdbef427aab25738608267c57de645987
Author: Marco de Abreu
AuthorDate: Fri Jun 15
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tqchen pushed a commit to branch master
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The following commit(s) were added to refs/heads/master by this push:
new 5431e12 Static alloc for hybridblock
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).
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
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
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
##
@@
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
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new daa957c Fix discard_stderr
anirudh2290 closed pull request #11309: Backport fix discard_stderr
URL: https://github.com/apache/incubator-mxnet/pull/11309
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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:
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new 02e8a71 [MXNET-539] Allow Scala users
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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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
##
@@
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commit f6a8cb76b7e182e86c4c9a382421baba56bd6cb4
Author: Anirudh Subramanian
AuthorDate: Fri Jun 15 00:15:06 2018
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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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commit dfc17bb6ec2627e4ee7bb65c89cc16154c9fa2f9
Author: Eric Junyuan Xie
AuthorDate: Thu Jun 14 14:02:48 2018
lanking520 commented on issue #11239: [MXNET-319] Javadoc fix
URL: https://github.com/apache/incubator-mxnet/pull/11239#issuecomment-397765994
Currently, I created a file called `FILEHASH` lives in the core used to
check if there is a change on generated base files. Add a require as well
apeforest opened a new pull request #11317: Fix the inaccruate instruction on
installing nose
URL: https://github.com/apache/incubator-mxnet/pull/11317
## Description ##
The instruction for installing nose package should add the 'sudo' in the
command. Otherwise, the Mac OS bash would
marcoabreu opened a new issue #11249: Flaky Scala test:
IllegalArgumentException: requirement failed: Failed to start ps scheduler
URL: https://github.com/apache/incubator-mxnet/issues/11249
nswamy commented on issue #11249: Flaky Scala test: IllegalArgumentException:
requirement failed: Failed to start ps scheduler
URL:
https://github.com/apache/incubator-mxnet/issues/11249#issuecomment-397764278
I meant this is not blocking the pipeline, i'll keep it reopen and edit the
marcoabreu commented on issue #11265: Flaky test: Python 3: CPU Win
URL:
https://github.com/apache/incubator-mxnet/issues/11265#issuecomment-397763495
I don't think there is much we can do - especially considering our Windows
slaves are effectively a black box. Closing for now
marcoabreu closed issue #11265: Flaky test: Python 3: CPU Win
URL: https://github.com/apache/incubator-mxnet/issues/11265
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lanking520 commented on issue #11292: [MXNET-531] CNN Examples for Scala new APi
URL: https://github.com/apache/incubator-mxnet/pull/11292#issuecomment-397763241
Currently facing the CI problem as shown below:
```
- Example CI - CNN Example *** FAILED ***
lanking520 commented on issue #11292: [MXNET-531] CNN Examples for Scala new APi
URL: https://github.com/apache/incubator-mxnet/pull/11292#issuecomment-397763241
Currently facing the CI problem as shown below:
```
- Example CI - CNN Example *** FAILED ***
asmushetzel commented on issue #11271: nd.topk regression with nan values
URL:
https://github.com/apache/incubator-mxnet/issues/11271#issuecomment-397763186
@piiswrong
I searched a bit through the documentation and the only place where I could
find something about NaN handling was in
nswamy commented on issue #11249: Flaky Scala test: IllegalArgumentException:
requirement failed: Failed to start ps scheduler
URL:
https://github.com/apache/incubator-mxnet/issues/11249#issuecomment-397762978
This is resolved lets open new if there is an issue
nswamy closed issue #11249: Flaky Scala test: IllegalArgumentException:
requirement failed: Failed to start ps scheduler
URL: https://github.com/apache/incubator-mxnet/issues/11249
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marcoabreu commented on issue #11313: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11313#issuecomment-397762309
Sorry if I mixed it up. I tried to read the description, but it was not very
helpful.
tqchen commented on issue #11311: Revert "Static memory allocation for
cached_op (#10817)"
URL: https://github.com/apache/incubator-mxnet/pull/11311#issuecomment-397759632
with great power comes great responsibility. I would never abused that power
to any changes just to make a point and
piiswrong commented on issue #11313: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11313#issuecomment-397758785
This is a different PR. If you have any specific concerns on the code please
utter them.
If you don't understand the code please let
piiswrong commented on issue #11313: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11313#issuecomment-397758785
This is a different PR. If you have any legitimate concerns on the code
please specify them.
If you don't understand the code please let
tqchen commented on issue #11313: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11313#issuecomment-397758362
regression tests are already introduced in
https://github.com/apache/incubator-mxnet/pull/11313/files#diff-962bd5bb7248659d7eb3be37ee8a4c6bR1288
tqchen commented on issue #11313: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11313#issuecomment-397758362
regression tests are already introduced in
https://github.com/apache/incubator-mxnet/pull/11313/files#diff-962bd5bb7248659d7eb3be37ee8a4c6bR1288
eric-haibin-lin commented on issue #11316: MXNET_FORCE_ADDTAKEGRAD to disable
AddTakeGradLargeBatchCaller
URL: https://github.com/apache/incubator-mxnet/pull/11316#issuecomment-397758053
Excellent finding!
Worse case we can modify the sparse kernel a bit (just remove the lookup
table)
mklissa commented on issue #11296: Adding 2 tutorials on Learning Rate Schedules
URL: https://github.com/apache/incubator-mxnet/pull/11296#issuecomment-397757892
Very informative and well-written! Good job!
This is an
marcoabreu commented on issue #11311: Revert "Static memory allocation for
cached_op (#10817)"
URL: https://github.com/apache/incubator-mxnet/pull/11311#issuecomment-397757505
I'd like to introduce you to the Apache guidelines:
https://www.apache.org/foundation/voting.html
"2.
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new c84786c Bump the publish
leezu opened a new pull request #11316: MXNET_FORCE_ADDTAKEGRAD to disable
AddTakeGradLargeBatchCaller
URL: https://github.com/apache/incubator-mxnet/pull/11316
Adds an environment variable that allows working around #11314 until a
proper fix is found.
nswamy opened a new issue #11315: Support multiple input types in Scala
URL: https://github.com/apache/incubator-mxnet/issues/11315
Currently MXNet-Scala APIs support only float32, this would cause accuracy
issues when customers port models between developed on Python to Scala. This
needs
leezu opened a new issue #11314: Embedding Backward
(AddTakeGradLargeBatchCaller) non-deterministic nan values
URL: https://github.com/apache/incubator-mxnet/issues/11314
## Description
The `AddTakeGradLargeBatchCaller` operator called during backward of
Embedding is broken and
tqchen commented on issue #11310: Update cached_op.cc
URL: https://github.com/apache/incubator-mxnet/pull/11310#issuecomment-397755433
replace by #10817
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tqchen closed pull request #11310: Update cached_op.cc
URL: https://github.com/apache/incubator-mxnet/pull/11310
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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_r195873690
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File path:
scala-package/spark/src/test/scala/org/apache/mxnet/spark/MXNetGeneralSuite.scala
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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_r195873656
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File path:
scala-package/spark/src/test/scala/org/apache/mxnet/spark/MXNetGeneralSuite.scala
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piiswrong opened a new pull request #11313: Static alloc for hybridblock
URL: https://github.com/apache/incubator-mxnet/pull/11313
## Description ##
(Brief description on what this PR is about)
## Checklist ##
### Essentials ###
Please feel free to remove inapplicable items
piiswrong opened a new pull request #11310: Update cached_op.cc
URL: https://github.com/apache/incubator-mxnet/pull/11310
## Description ##
(Brief description on what this PR is about)
## Checklist ##
### Essentials ###
Please feel free to remove inapplicable items for your
tqchen commented on issue #11310: Update cached_op.cc
URL: https://github.com/apache/incubator-mxnet/pull/11310#issuecomment-397755065
please bring in the new changes, and rebase against the master
This is an automated
CodingCat commented on a change in pull request #11294: [MXNET-543][WIP]Scala
Spark test
URL: https://github.com/apache/incubator-mxnet/pull/11294#discussion_r195873461
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File path:
scala-package/spark/src/test/scala/org/apache/mxnet/spark/MXNetGeneralSuite.scala
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piiswrong closed pull request #11310: Update cached_op.cc
URL: https://github.com/apache/incubator-mxnet/pull/11310
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