eric-haibin-lin opened a new issue #14073: Fp16 support for layernorm
URL: https://github.com/apache/incubator-mxnet/issues/14073
Currently, given fp16 inputs, nd.LayerNorm/sym.LayerNorm perform reduction
in fp16, which losses precision. The reduction should be done in fp32 instead.
@sxjsc
mxnet-label-bot commented on issue #14073: Fp16 support for layernorm
URL:
https://github.com/apache/incubator-mxnet/issues/14073#issuecomment-460924289
Hey, this is the MXNet Label Bot.
Thank you for submitting the issue! I will try and suggest some labels so
that the appropriate MXN
eric-haibin-lin opened a new issue #14072: Fp16 support for softmax
URL: https://github.com/apache/incubator-mxnet/issues/14072
Currently, given fp16 inputs, nd.softmax/sym.softmax perform reduction in
fp16, which losses precision. The reduction should be done in fp32 instead.
---
mxnet-label-bot commented on issue #14072: Fp16 support for softmax
URL:
https://github.com/apache/incubator-mxnet/issues/14072#issuecomment-460924126
Hey, this is the MXNet Label Bot.
Thank you for submitting the issue! I will try and suggest some labels so
that the appropriate MXNet
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ssttevee commented on issue #11914: NDArray.asscalar(): CUDA an illegal memory
access was encountered
URL:
https://github.com/apache/incubator-mxnet/issues/11914#issuecomment-460905152
No, I've since used a different approach in which this does not occur.
-
lanking520 commented on a change in pull request #14070: [MXNET-1178] updating
scala docs
URL: https://github.com/apache/incubator-mxnet/pull/14070#discussion_r254125413
##
File path: scala-package/core/src/main/scala/org/apache/mxnet/Context.scala
##
@@ -38,11 +38,12 @@ o
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lanking520 commented on issue #13702: Add maven wrapper to scala project.
URL: https://github.com/apache/incubator-mxnet/pull/13702#issuecomment-460885612
@frankfliu please add the remaining items in JIRA as a backlog item
Thi
lanking520 merged pull request #13702: Add maven wrapper to scala project.
URL: https://github.com/apache/incubator-mxnet/pull/13702
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szha commented on issue #11061: mx.nd.argmax is slow
URL:
https://github.com/apache/incubator-mxnet/issues/11061#issuecomment-460880674
In this case it's probably easier to just switch the kernel to TopkImpl.
@ThomasDelteil would you be interested in taking a stab at it?
-
zachgk commented on issue #13468: Running the mxnet scala jar in the
interpreter throws an error
URL:
https://github.com/apache/incubator-mxnet/issues/13468#issuecomment-460877396
@aaronmarkham I'm not able to find the instructions involving the
interpreter, otherwise I would try to clari
DickJC123 commented on a change in pull request #13749: Add NHWC layout support
to Pooling (cpu, gpu cuda, gpu cuDNN)
URL: https://github.com/apache/incubator-mxnet/pull/13749#discussion_r254117531
##
File path: src/operator/nn/pool_utils.h
##
@@ -98,14 +98,16 @@ struct lp
zachgk opened a new pull request #14071: [MXNET-1269] Scoverage
URL: https://github.com/apache/incubator-mxnet/pull/14071
## Description ##
This adds coverage to the Scala and Java APIs using the scoverage tool. It
also updates the scala compiler to a newer maven plugin and adds Resource
kiendang commented on issue #13816: Add default parameters for Scala
NDArray.arange
URL: https://github.com/apache/incubator-mxnet/pull/13816#issuecomment-460875096
Nothing more to add from me.
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Vikas89 commented on a change in pull request #14031: Fix transposed
convolution in CPU w/o MKLDNN.
URL: https://github.com/apache/incubator-mxnet/pull/14031#discussion_r253963750
##
File path: src/operator/nn/deconvolution-inl.h
##
@@ -485,7 +455,6 @@ class DeconvolutionO
DickJC123 commented on issue #13749: Add NHWC layout support to Pooling (cpu,
gpu cuda, gpu cuDNN)
URL: https://github.com/apache/incubator-mxnet/pull/13749#issuecomment-460866939
I agree with @TaoLv that a new approach to layout must wait until the next
major (API-breaking) release. I lo
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new df4a4fd Fix performance regression in nor
sandeep-krishnamurthy merged pull request #14055: Fix performance regression in
normalize operator
URL: https://github.com/apache/incubator-mxnet/pull/14055
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aaronmarkham commented on issue #13132: enabled link checker and doc test
during building the doc
URL: https://github.com/apache/incubator-mxnet/pull/13132#issuecomment-460861453
I won't close it because we don't do these tests, but maybe we should.
However, I'm not sure if this will break
DickJC123 commented on a change in pull request #13749: Add NHWC layout support
to Pooling (cpu, gpu cuda, gpu cuDNN)
URL: https://github.com/apache/incubator-mxnet/pull/13749#discussion_r254103480
##
File path: src/operator/nn/pooling.cc
##
@@ -421,11 +463,16 @@ NNVM_REGI
sandeep-krishnamurthy edited a comment on issue #13244: hybridize rnn and add
model graph
URL: https://github.com/apache/incubator-mxnet/pull/13244#issuecomment-460860790
@yifeim - Sorry for delayed response.
Rather than calling it "export_only", can we call it "export-model"? So it
wil
sandeep-krishnamurthy commented on issue #13244: hybridize rnn and add model
graph
URL: https://github.com/apache/incubator-mxnet/pull/13244#issuecomment-460860790
@yifeim - Sorry for delayed response.
Rather than calling it "export_only", can we call it "export-model"? So it
will be mo
vandanavk commented on a change in pull request #13955: adding the gluon
implementation of deformable convolution
URL: https://github.com/apache/incubator-mxnet/pull/13955#discussion_r254101598
##
File path: python/mxnet/gluon/contrib/nn/conv_layers.py
##
@@ -0,0 +1,223 @@
vandanavk commented on a change in pull request #13955: adding the gluon
implementation of deformable convolution
URL: https://github.com/apache/incubator-mxnet/pull/13955#discussion_r254101937
##
File path: tests/python/unittest/test_gluon_contrib.py
##
@@ -228,6 +228,30
vandanavk commented on a change in pull request #13955: adding the gluon
implementation of deformable convolution
URL: https://github.com/apache/incubator-mxnet/pull/13955#discussion_r254101008
##
File path: python/mxnet/gluon/contrib/nn/conv_layers.py
##
@@ -0,0 +1,223 @@
vandanavk commented on a change in pull request #13955: adding the gluon
implementation of deformable convolution
URL: https://github.com/apache/incubator-mxnet/pull/13955#discussion_r254101490
##
File path: python/mxnet/gluon/contrib/nn/conv_layers.py
##
@@ -0,0 +1,223 @@
Roshrini commented on issue #13975: Fix quote on LBSGD docs
URL: https://github.com/apache/incubator-mxnet/pull/13975#issuecomment-460859991
@ThomasDelteil The issue mentioned
https://github.com/apache/incubator-mxnet/issues/12171 talks about doc fix
needed and the bug in optimizer. This P
vandanavk commented on issue #14070: [MXNET-1178] updating scala docs
URL: https://github.com/apache/incubator-mxnet/pull/14070#issuecomment-460858234
@mxnet-label-bot add [Scala, Doc, pr-awaiting-review]
This is an automated
vandanavk commented on issue #14068: R-Package Makefile
URL: https://github.com/apache/incubator-mxnet/pull/14068#issuecomment-460858103
@mxnet-label-bot add [R, pr-awaiting-review]
@anirudhacharya @ankkhedia for review
vandanavk commented on issue #13643: Remove mklml pre-install in ci
URL: https://github.com/apache/incubator-mxnet/pull/13643#issuecomment-460857860
@mxnet-label-bot add [CI]
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vandanavk commented on issue #13576: [MXNET-679] Improved CMakeLists.txt
URL: https://github.com/apache/incubator-mxnet/pull/13576#issuecomment-460857628
@lebeg could you re-trigger CI?
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DickJC123 commented on a change in pull request #13749: Add NHWC layout support
to Pooling (cpu, gpu cuda, gpu cuDNN)
URL: https://github.com/apache/incubator-mxnet/pull/13749#discussion_r254099481
##
File path: tests/python/gpu/test_operator_gpu.py
##
@@ -608,6 +608,72 @@
stu1130 commented on issue #13694: make center_crop as operator
URL: https://github.com/apache/incubator-mxnet/pull/13694#issuecomment-460856451
will come back to this soon
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vandanavk commented on issue #12792: Fix broken amalgamation
URL: https://github.com/apache/incubator-mxnet/pull/12792#issuecomment-460855909
@ufoym Could you re-trigger CI again?
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vandanavk commented on issue #13702: Add maven wrapper to scala project.
URL: https://github.com/apache/incubator-mxnet/pull/13702#issuecomment-460853750
@mxnet-label-bot update [Scala, pr-awaiting-merge]
This is an automated
vandanavk commented on issue #13926: [v1.4.x] Fix gtest build
URL: https://github.com/apache/incubator-mxnet/pull/13926#issuecomment-460853547
@marcoabreu @lebeg for review
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vandanavk commented on a change in pull request #13735: update wavenet codes
URL: https://github.com/apache/incubator-mxnet/pull/13735#discussion_r254093152
##
File path: example/gluon/wavenet/main.py
##
@@ -0,0 +1,60 @@
+"""
+Descrition : main module to run code
+"""
+# Li
vandanavk commented on a change in pull request #13735: update wavenet codes
URL: https://github.com/apache/incubator-mxnet/pull/13735#discussion_r254092924
##
File path: example/gluon/wavenet/data_loader.py
##
@@ -0,0 +1,61 @@
+"""
+Description : Set Dataset module for Wav
vandanavk commented on a change in pull request #13735: update wavenet codes
URL: https://github.com/apache/incubator-mxnet/pull/13735#discussion_r254094486
##
File path: example/gluon/wavenet/models.py
##
@@ -0,0 +1,119 @@
+
+# Licensed to the Apache Software Foundation (A
ThomasDelteil edited a comment on issue #11061: mx.nd.argmax is slow
URL:
https://github.com/apache/incubator-mxnet/issues/11061#issuecomment-460852325
@szha for my use-case topk is approx 100x faster.
the GPU version is also 10 times slower than the CPU one.
```
data = mx.nd.r
ThomasDelteil commented on issue #11061: mx.nd.argmax is slow
URL:
https://github.com/apache/incubator-mxnet/issues/11061#issuecomment-460852325
@szha for my use-case topk is approx 100x faster.
the GPU version is also 10 times slower than the CPU one.
```
data = mx.nd.random.u
vandanavk commented on issue #13938: [MXNET-1291] solve pylint errors in
examples with issue no.12205
URL: https://github.com/apache/incubator-mxnet/pull/13938#issuecomment-460850027
@cchung100m are the files in example/autoencoder being deleted?
@marcoabreu we might have to wait for
vandanavk commented on issue #13992: Julia: add binding for runtime feature
detection
URL: https://github.com/apache/incubator-mxnet/pull/13992#issuecomment-460849269
@mxnet-label-bot add [pr-awaiting-review]
This is an autom
vandanavk commented on issue #13975: Fix quote on LBSGD docs
URL: https://github.com/apache/incubator-mxnet/pull/13975#issuecomment-460849015
@mxnet-label-bot update [Doc, pr-awaiting-merge]
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Caenorst edited a comment on issue #14040: Reformat of TensorRT to use subgraph
API
URL: https://github.com/apache/incubator-mxnet/pull/14040#issuecomment-460844362
@reminisce
1) If you know how to do it I'd like your help, I asked the question on the
dev list and have discussed with Ke
Caenorst commented on issue #14040: Reformat of TensorRT to use subgraph API
URL: https://github.com/apache/incubator-mxnet/pull/14040#issuecomment-460844362
@reminisce
1) If you know how to do it I'd like your help, I asked the question on the
dev list and have discussed with Kellen Sun
yuxihu commented on issue #14067: Increase perfomance of BulkAppend and
BulkFlush
URL: https://github.com/apache/incubator-mxnet/pull/14067#issuecomment-460843054
@ptrendx Thanks for the explanation. Anyway it is good improvement.
---
ptrendx commented on issue #14067: Increase perfomance of BulkAppend and
BulkFlush
URL: https://github.com/apache/incubator-mxnet/pull/14067#issuecomment-460842410
@yuxihu It is actually the other way around - single process per GPU
alleviates some of those issues, because each GPU is hand
zachgk commented on issue #14000: MXNET-1302 Exclude commons-codec and
commons-io from assembled JAR
URL: https://github.com/apache/incubator-mxnet/pull/14000#issuecomment-460840647
@mxnet-label-bot update [Maven, Scala, pr-awaiting-response]
---
vandanavk commented on issue #14025: Julia: enable integration test
URL: https://github.com/apache/incubator-mxnet/pull/14025#issuecomment-460839951
@mxnet-label-bot add [pr-awaiting-review]
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vandanavk commented on issue #14024: Julia: split symbolic-node.jl into several
snippets
URL: https://github.com/apache/incubator-mxnet/pull/14024#issuecomment-460840208
@mxnet-label-bot add [pr-awaiting-review]
This is an au
vandanavk commented on issue #14027: Julia: rename `mx.clip` to `clamp` for
`NDArray`
URL: https://github.com/apache/incubator-mxnet/pull/14027#issuecomment-460839850
@mxnet-label-bot add [pr-awaiting-review]
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yuxihu edited a comment on issue #14067: Increase perfomance of BulkAppend and
BulkFlush
URL: https://github.com/apache/incubator-mxnet/pull/14067#issuecomment-460839034
@mxnet-label-bot update [pr-awaiting-merge, Performance]
---
yuxihu commented on issue #14067: Increase perfomance of BulkAppend and
BulkFlush
URL: https://github.com/apache/incubator-mxnet/pull/14067#issuecomment-460839034
@mxnet-jenkins update [pr-awaiting-merge, Performance]
This is
vandanavk commented on issue #10792: [MXNET-400] support string type for
kvstore key in cpp-package
URL: https://github.com/apache/incubator-mxnet/pull/10792#issuecomment-460839009
@mxnet-label-bot update [KVStore, pr-awaiting-response]
-
vandanavk commented on issue #14006: Dual stream cudnn Convolution backward()
with MXNET_GPU_WORKER_NSTREAMS=2.
URL: https://github.com/apache/incubator-mxnet/pull/14006#issuecomment-460838437
@mxnet-label-bot update [CUDA, Operator, pr-work-in-progress]
---
vandanavk commented on issue #14000: MXNET-1302 Exclude commons-codec and
commons-io from assembled JAR
URL: https://github.com/apache/incubator-mxnet/pull/14000#issuecomment-460837992
@gordon1992 could you resolve branch conflicts?
@frankfliu for review
vandanavk commented on issue #13966: upload example code for snail with gluon
URL: https://github.com/apache/incubator-mxnet/pull/13966#issuecomment-460837737
Please execute pylint on these files using ci/other/pylintrc in
incubator-mxnet folder.
Something like this
pylint --rcfile=ci
stephenrawls commented on a change in pull request #13680: [MXNET-1121] Example
to demonstrate the inference workflow using RNN
URL: https://github.com/apache/incubator-mxnet/pull/13680#discussion_r254078256
##
File path: cpp-package/example/inference/sentiment_analysis_rnn.cpp
###
vandanavk commented on issue #13960: Use In-place operator to prevent memory
spikes in optimizer updates
URL: https://github.com/apache/incubator-mxnet/pull/13960#issuecomment-460834820
@mxnet-label-bot update [pr-awaiting-merge]
vandanavk commented on issue #13957: Always go through cmake/ChooseBlas.cmake,
now we only execute this lo…
URL: https://github.com/apache/incubator-mxnet/pull/13957#issuecomment-460834255
@larroy could you re-trigger the CI?
vandanavk commented on a change in pull request #13930: Add batchify
transformer to help end to end models
URL: https://github.com/apache/incubator-mxnet/pull/13930#discussion_r254054173
##
File path: tests/python/unittest/test_gluon_data_vision.py
##
@@ -83,6 +83,25 @@ de
leleamol commented on a change in pull request #13680: [MXNET-1121] Example to
demonstrate the inference workflow using RNN
URL: https://github.com/apache/incubator-mxnet/pull/13680#discussion_r254049665
##
File path: cpp-package/example/inference/sentiment_analysis_rnn.cpp
###
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new c5601fd Bump the publish ti
reminisce commented on issue #14040: Reformat of TensorRT to use subgraph API
URL: https://github.com/apache/incubator-mxnet/pull/14040#issuecomment-460792134
Great to see this is happening. I have two high-level comments:
1. If you use the subgraph API, there should be no needs to add sp
zachgk commented on a change in pull request #14020: Fix jar path and add
missing ones for spark jobs
URL: https://github.com/apache/incubator-mxnet/pull/14020#discussion_r254026197
##
File path:
scala-package/spark/src/test/scala/org/apache/mxnet/spark/SharedSparkContext.scala
##
szha commented on issue #11061: mx.nd.argmax is slow
URL:
https://github.com/apache/incubator-mxnet/issues/11061#issuecomment-460789597
@solin319 sorry I just realized how late I was on this. I will take a look.
This is an au
vandanavk commented on issue #13907: Fixes downloading of data in
cpp-package/example/get_data.sh
URL: https://github.com/apache/incubator-mxnet/pull/13907#issuecomment-460788232
@mxnet-label-bot update [pr-awaiting-merge]
Th
mseth10 commented on a change in pull request #14041: modifying SyncBN doc for
FP16 use case
URL: https://github.com/apache/incubator-mxnet/pull/14041#discussion_r254027445
##
File path: python/mxnet/gluon/contrib/nn/basic_layers.py
##
@@ -165,7 +165,10 @@ class SyncBatchN
piyushghai opened a new pull request #14070: [MXNET-1178] updating scala docs
URL: https://github.com/apache/incubator-mxnet/pull/14070
## Description ##
Refreshed some of the scala docs which had become obsolete, as specified in
this JIRA item : https://issues.apache.org/jira/browse/MXN
vandanavk commented on issue #13886: Fixes for wine detection tutorial
URL: https://github.com/apache/incubator-mxnet/pull/13886#issuecomment-460782513
@aaronmarkham for review/merge
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vandanavk commented on a change in pull request #13858: implement random resize
crop as operator
URL: https://github.com/apache/incubator-mxnet/pull/13858#discussion_r254024569
##
File path: tests/python/unittest/test_gluon_data_vision.py
##
@@ -45,6 +45,30 @@ def test_nor
vandanavk commented on a change in pull request #13858: implement random resize
crop as operator
URL: https://github.com/apache/incubator-mxnet/pull/13858#discussion_r254023576
##
File path: src/operator/image/random_resize_crop-inl.h
##
@@ -0,0 +1,163 @@
+/*
+* Licensed t
vandanavk commented on issue #13816: Add default parameters for Scala
NDArray.arange
URL: https://github.com/apache/incubator-mxnet/pull/13816#issuecomment-460780298
What are the next steps on this PR?
This is an automated m
vandanavk commented on a change in pull request #13763: [contrib][op] fix
MultiBoxPrior confusing results if first ratio is not 1.0
URL: https://github.com/apache/incubator-mxnet/pull/13763#discussion_r254021975
##
File path: tests/python/unittest/test_contrib_operator.py
#
stephenrawls commented on a change in pull request #13680: [MXNET-1121] Example
to demonstrate the inference workflow using RNN
URL: https://github.com/apache/incubator-mxnet/pull/13680#discussion_r254020677
##
File path: cpp-package/example/inference/sentiment_analysis_rnn.cpp
###
vandanavk commented on issue #13757: Set ImageNet data augmentation by default
URL: https://github.com/apache/incubator-mxnet/pull/13757#issuecomment-460776891
@mxnet-label-bot update [pr-awaiting-response]
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vandanavk commented on issue #13715: Add C++ Predictor class for inference
URL: https://github.com/apache/incubator-mxnet/pull/13715#issuecomment-460775864
@stu1130 @ChaiBapchya for further review/approval
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stephenrawls commented on a change in pull request #13680: [MXNET-1121] Example
to demonstrate the inference workflow using RNN
URL: https://github.com/apache/incubator-mxnet/pull/13680#discussion_r254018045
##
File path: cpp-package/example/inference/sentiment_analysis_rnn.cpp
###
sandeep-krishnamurthy commented on issue #13848: [MXNET-1291] solve pylint
errors in examples with issue no.12205
URL: https://github.com/apache/incubator-mxnet/pull/13848#issuecomment-460775542
LGTM. @cchung100m - Can you please pull rebase, there is a flaky test that
was fixed couple of
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skm pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git
The following commit(s) were added to refs/heads/master by this push:
new 7c7af3a [MXNET-1258]fix unittest for ROIA
sandeep-krishnamurthy merged pull request #13609: [MXNET-1258]fix unittest for
ROIAlign Operator
URL: https://github.com/apache/incubator-mxnet/pull/13609
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sandeep-krishnamurthy closed issue #11064: Flaky test:
test_operator.test_op_roi_align
URL: https://github.com/apache/incubator-mxnet/issues/11064
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vandanavk commented on issue #13647: Update lip reading example
URL: https://github.com/apache/incubator-mxnet/pull/13647#issuecomment-460774132
is this PR good to go @thomelane @larroy ?
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szha edited a comment on issue #11061: mx.nd.argmax is slow
URL:
https://github.com/apache/incubator-mxnet/issues/11061#issuecomment-460773186
It's a bit embarrassing...IIRC, our argmax is done through a sequential
reduce with no parallelism...
@solin319 how much faster is topk with `k=
szha commented on issue #11061: mx.nd.argmax is slow
URL:
https://github.com/apache/incubator-mxnet/issues/11061#issuecomment-460773186
It's a bit embarrassing...IIRC, our argmax is done through a sequential
reduce with no parallelism...
@solin319 how much faster is topk?
-
ThomasDelteil edited a comment on issue #11061: mx.nd.argmax is slow
URL:
https://github.com/apache/incubator-mxnet/issues/11061#issuecomment-460767652
Same issue, nd.argmax() is really slow, close to unusable in real world
scenarios
edit: effectively as @puppet101 mentioned using `
vandanavk commented on issue #13612: add pos_weight for
SigmoidBinaryCrossEntropyLoss
URL: https://github.com/apache/incubator-mxnet/pull/13612#issuecomment-460772729
@eureka7mt could you re-trigger the CI?
This is an automat
ThomasDelteil edited a comment on issue #11061: mx.nd.argmax is slow
URL:
https://github.com/apache/incubator-mxnet/issues/11061#issuecomment-460767652
Same issue, nd.argmax() is really slow, close to unusable in real world
scenarios
edit: effectively as @puppet101 mentionned using
vandanavk commented on issue #13609: [MXNET-1258]fix unittest for ROIAlign
Operator
URL: https://github.com/apache/incubator-mxnet/pull/13609#issuecomment-460770763
@mxnet-label-bot update [Test, pr-awaiting-merge]
This is an
leleamol commented on a change in pull request #13680: [MXNET-1121] Example to
demonstrate the inference workflow using RNN
URL: https://github.com/apache/incubator-mxnet/pull/13680#discussion_r254009661
##
File path: cpp-package/example/inference/sentiment_analysis_rnn.cpp
###
ThomasDelteil commented on issue #11061: mx.nd.argmax is slow
URL:
https://github.com/apache/incubator-mxnet/issues/11061#issuecomment-460767652
Same issue, nd.argmax() is really slow, close to unusable in real world
scenarios
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roshrini pushed a commit to branch master
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The following commit(s) were added to refs/heads/master by this push:
new ae997eb ONNX export: broadcast_to, t
Roshrini merged pull request #13981: ONNX export: broadcast_to, tile ops
URL: https://github.com/apache/incubator-mxnet/pull/13981
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vandanavk commented on issue #13559: fix for opencv4
URL: https://github.com/apache/incubator-mxnet/pull/13559#issuecomment-460767474
what are the next steps on this PR?
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SSE4 commented on issue #13400: [MXNET-1229] use OpenBLAS, lapack & OpenCV from
conan
URL: https://github.com/apache/incubator-mxnet/pull/13400#issuecomment-460766614
@vandanavk resolved
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vandanavk commented on issue #13401: [MXNET-1227] Adding CornerPooling operator
URL: https://github.com/apache/incubator-mxnet/pull/13401#issuecomment-460766482
@BigDeviltjj could you resolve the branch conflict?
@anirudh2290 for review/merge
-
vandanavk commented on issue #13400: [MXNET-1229] use OpenBLAS, lapack & OpenCV
from conan
URL: https://github.com/apache/incubator-mxnet/pull/13400#issuecomment-460765868
@SSE4 could you resolve the branch conflict?
@szha for comments/review
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