IvyGongoogle commented on issue #14159: how to infer using fp16 for c++ api
URL:
https://github.com/apache/incubator-mxnet/issues/14159#issuecomment-463942859
I use
yzhliu edited a comment on issue #13574: Replaced rand_r with std:: random
generation
URL: https://github.com/apache/incubator-mxnet/pull/13574#issuecomment-463932903
Usually using `thread_local` rand generator is not a good idea, not only in
the sense of system design, but it could be
yzhliu commented on a change in pull request #13574: Replaced rand_r with std::
random generation
URL: https://github.com/apache/incubator-mxnet/pull/13574#discussion_r257130502
##
File path: src/operator/rnn_impl.h
##
@@ -176,13 +176,17 @@ void LstmForwardTraining(DType*
arcadiaphy edited a comment on issue #13265: MXNet C++Interface reasoning leads
to CPU memory leak
URL:
https://github.com/apache/incubator-mxnet/issues/13265#issuecomment-463937133
@stephenrawls Thanks for mentioning related issues, they are all singleton
destructing problems. Crash
arcadiaphy commented on issue #13265: MXNet C++Interface reasoning leads to CPU
memory leak
URL:
https://github.com/apache/incubator-mxnet/issues/13265#issuecomment-463937133
Thanks for mentioning related issues, they are all singleton destructing
problems. Crash happens when accessing
lanking520 commented on issue #14141: [v1.4.x] Update MKL-DNN to fix the OSX
build issue
URL: https://github.com/apache/incubator-mxnet/pull/14141#issuecomment-463936741
@TaoLv Contribute back to master?
This is an automated
yzhliu edited a comment on issue #13574: Replaced rand_r with std:: random
generation
URL: https://github.com/apache/incubator-mxnet/pull/13574#issuecomment-463932903
Usually using `thread_local` rand generator is not a good idea, not only in
the sense of system design, but it could be
yzhliu edited a comment on issue #13574: Replaced rand_r with std:: random
generation
URL: https://github.com/apache/incubator-mxnet/pull/13574#issuecomment-463932903
Usually using `thread_local` rand generator is not a good idea, not only in
the sense of system design, but it could be
yzhliu edited a comment on issue #13574: Replaced rand_r with std:: random
generation
URL: https://github.com/apache/incubator-mxnet/pull/13574#issuecomment-463932903
Usually using `thread_local` rand generator is not a good idea, not only in
the sense of system design, but it could be
yzhliu commented on issue #13574: Replaced rand_r with std:: random generation
URL: https://github.com/apache/incubator-mxnet/pull/13574#issuecomment-463932903
Usually using `thread_local` rand generator is not a good idea, not only in
the sense of system design, but it could be invalid.
lanking520 commented on issue #14168: Fixes spelling
URL: https://github.com/apache/incubator-mxnet/pull/14168#issuecomment-463932480
Looks like a random crash, restart the test to see if it is reproducible
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stephenrawls commented on issue #13265: MXNet C++Interface reasoning leads to
CPU memory leak
URL:
https://github.com/apache/incubator-mxnet/issues/13265#issuecomment-463931063
I see, thanks for background. I didn't look closely so just assumed it was
about GPU memory.
Re: "I
yzhliu commented on issue #13574: Replaced rand_r with std:: random generation
URL: https://github.com/apache/incubator-mxnet/pull/13574#issuecomment-463926812
@lebeg Can we port it to
https://github.com/apache/incubator-mxnet/blob/master/include/mxnet/random_generator.h
? It is designed
arcadiaphy edited a comment on issue #13265: MXNet C++Interface reasoning leads
to CPU memory leak
URL:
https://github.com/apache/incubator-mxnet/issues/13265#issuecomment-463925092
@stephenrawls The object pool is used to quickly allocate variables when
threaded engine schedules
arcadiaphy commented on issue #13265: MXNet C++Interface reasoning leads to CPU
memory leak
URL:
https://github.com/apache/incubator-mxnet/issues/13265#issuecomment-463925092
@stephenrawls The object pool is used to quickly allocate variables when
threaded engine schedules computing
eric-haibin-lin commented on issue #14159: how to infer using fp16 for c++ api
URL:
https://github.com/apache/incubator-mxnet/issues/14159#issuecomment-463923202
@leleamol
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eric-haibin-lin commented on a change in pull request #14173: [WIP] MXNet AMP
(automatic mixed precision)
URL: https://github.com/apache/incubator-mxnet/pull/14173#discussion_r257116232
##
File path: .gitmodules
##
@@ -25,7 +25,7 @@
url =
eric-haibin-lin commented on a change in pull request #14153: Fix shape
inference pass
URL: https://github.com/apache/incubator-mxnet/pull/14153#discussion_r257115789
##
File path: src/executor/infer_graph_attr_pass.cc
##
@@ -282,26 +285,28 @@ nnvm::Graph
TaoLv 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_r257109238
##
File path: src/operator/nn/mkldnn/mkldnn_pooling-inl.h
##
@@ -104,7 +104,8
szha 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_r257104571
##
File path: src/operator/nn/mkldnn/mkldnn_pooling-inl.h
##
@@ -104,7 +104,8
szha 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_r257104385
##
File path: src/operator/nn/cudnn/cudnn_pooling-inl.h
##
@@ -167,102 +169,215
szha 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_r257104440
##
File path: src/operator/nn/cudnn/cudnn_pooling-inl.h
##
@@ -81,7 +81,8 @@
stephenrawls commented on issue #13265: MXNet C++Interface reasoning leads to
CPU memory leak
URL:
https://github.com/apache/incubator-mxnet/issues/13265#issuecomment-463902821
@arcadiaphy I'm relatively new to the code base so take this with a grain of
salt, but my guess is the
ptrendx commented on a change in pull request #14153: Fix shape inference pass
URL: https://github.com/apache/incubator-mxnet/pull/14153#discussion_r257101056
##
File path: src/executor/infer_graph_attr_pass.cc
##
@@ -282,26 +285,28 @@ nnvm::Graph InferAttr(nnvm::Graph &,
ChaiBapchya commented on issue #14174: unix cpu Static build CPU 14.04 Scala
URL:
https://github.com/apache/incubator-mxnet/issues/14174#issuecomment-463901757
@mxnet-label-bot add [Scala, Build]
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mxnet-label-bot commented on issue #14174: unix cpu Static build CPU 14.04 Scala
URL:
https://github.com/apache/incubator-mxnet/issues/14174#issuecomment-463901218
Hey, this is the MXNet Label Bot.
Thank you for submitting the issue! I will try and suggest some labels so
that the
IvyGongoogle commented on issue #14159: how to infer using fp16 for c++ api
URL:
https://github.com/apache/incubator-mxnet/issues/14159#issuecomment-463901098
@lanking520 I use python to train a mxnet model (such as resnet-50 ) with
`--dtype=float16`，but I want to using C++ api to infer
ChaiBapchya opened a new issue #14174: unix cpu Static build CPU 14.04 Scala
URL: https://github.com/apache/incubator-mxnet/issues/14174
In an unrelated PR https://github.com/apache/incubator-mxnet/pull/14168
(fixes spelling), Unix CPU in CI failed for the test - Static build CPU 14.04
nchafni commented on issue #10076: Build error w/ TVM in NNVM.
URL:
https://github.com/apache/incubator-mxnet/issues/10076#issuecomment-463900930
hitting this error as well, git submodule update --init --recursive doesn't
work for me, has this been solved?
ptrendx opened a new pull request #14173: [WIP] MXNet AMP (automatic mixed
precision)
URL: https://github.com/apache/incubator-mxnet/pull/14173
## Description ##
Whis is a Work in Progress PR for AMP (automatic mixed precision) support
for MXNet, similar to pyTorch version found in
arcadiaphy commented on issue #13265: MXNet C++Interface reasoning leads to CPU
memory leak
URL:
https://github.com/apache/incubator-mxnet/issues/13265#issuecomment-463896662
@KellenSunderland I found the memory leaks in ASAN reports of image
classification example mainly come from
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_r257089824
##
File path: python/mxnet/gluon/nn/conv_layers.py
##
@@ -716,7 +718,8 @@
stu1130 closed pull request #13858: implement random resize crop as operator
URL: https://github.com/apache/incubator-mxnet/pull/13858
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stu1130 closed pull request #13679: add crop gluon transform
URL: https://github.com/apache/incubator-mxnet/pull/13679
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stu1130 commented on issue #13858: implement random resize crop as operator
URL: https://github.com/apache/incubator-mxnet/pull/13858#issuecomment-463880409
@ankkhedia @zhreshold it's not ready to review, close it for now
stu1130 closed pull request #13694: make center_crop as operator
URL: https://github.com/apache/incubator-mxnet/pull/13694
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zhasheng pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet-site.git
The following commit(s) were added to refs/heads/asf-site by this push:
new f30e5de Bump the publish
BigBigWolf-AI commented on issue #14109: mxnet doesn't have instructions for
verifying installation (was: mxnet安装完成后没有验证是否安装成功的过程)
URL:
https://github.com/apache/incubator-mxnet/issues/14109#issuecomment-463875486
> Translation for @BigBigWolf-AI's request:
> Operating system: Windows
BigBigWolf-AI commented on issue #14109: mxnet doesn't have instructions for
verifying installation (was: mxnet安装完成后没有验证是否安装成功的过程)
URL:
https://github.com/apache/incubator-mxnet/issues/14109#issuecomment-463874963
> @BigBigWolf-AI Please refer to [Validate your MXNet
lanking520 commented on issue #14159: how to infer using fp16 for c++ api
URL:
https://github.com/apache/incubator-mxnet/issues/14159#issuecomment-463872462
Grab someone may know about C++: @leleamol here
This is an
anirudhacharya 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-463871683
Thanks for merging and thanks to @szha for the tip here -
eric-haibin-lin commented on issue #14171: multi-precision AdamW update op
URL: https://github.com/apache/incubator-mxnet/pull/14171#issuecomment-463871681
@ptrendx you might be interested
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lanking pushed a commit to branch master
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new 8416c56 Fix jar path and add missing
lanking520 merged pull request #14020: Fix jar path and add missing ones for
spark jobs
URL: https://github.com/apache/incubator-mxnet/pull/14020
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ZhennanQin commented on issue #13986: [Quantization]'Symbol' object has no
attribute 'get_backend_symbol'
URL:
https://github.com/apache/incubator-mxnet/issues/13986#issuecomment-463870422
I think it's an environment issue that you're mixed using old version of
mxnet with recent
eric-haibin-lin commented on a change in pull request #14153: Fix shape
inference pass
URL: https://github.com/apache/incubator-mxnet/pull/14153#discussion_r257076083
##
File path: src/executor/infer_graph_attr_pass.cc
##
@@ -282,26 +285,28 @@ nnvm::Graph
eric-haibin-lin commented on issue #13986: [Quantization]'Symbol' object has no
attribute 'get_backend_symbol'
URL:
https://github.com/apache/incubator-mxnet/issues/13986#issuecomment-463868561
@ZhennanQin @taolv
This
eric-haibin-lin merged pull request #13960: Use In-place operator to prevent
memory spikes in optimizer updates
URL: https://github.com/apache/incubator-mxnet/pull/13960
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haibin pushed a commit to branch master
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The following commit(s) were added to refs/heads/master by this push:
new a4e249b In-place updates for Nadam,
eric-haibin-lin commented on issue #13975: Fix quote on LBSGD docs
URL: https://github.com/apache/incubator-mxnet/pull/13975#issuecomment-463854365
I've updated the description. The issue is left open.
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new 0e08891 Fix quote on LBSGD docs
eric-haibin-lin merged pull request #13975: Fix quote on LBSGD docs
URL: https://github.com/apache/incubator-mxnet/pull/13975
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eric-haibin-lin edited a comment on issue #14098: softmax for fp16 with fp32
accumulator
URL: https://github.com/apache/incubator-mxnet/pull/14098#issuecomment-463852755
LGTM. @ptrendx any other concerns? Would AMP skip the cast if softmax
accumulation for fp16 inputs is done in fp32?
eric-haibin-lin commented on issue #14098: softmax for fp16 with fp32
accumulator
URL: https://github.com/apache/incubator-mxnet/pull/14098#issuecomment-463852755
LGTM. @ptrendx any other concerns?
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new cf46ca4 Fixes libjpeg-turbo
marcoabreu merged pull request #14127: Fixes libjpeg-turbo dependecy under
Ubuntu 16.04
URL: https://github.com/apache/incubator-mxnet/pull/14127
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ankkhedia commented on issue #14024: Julia: split symbolic-node.jl into several
snippets
URL: https://github.com/apache/incubator-mxnet/pull/14024#issuecomment-463851741
@marcoabreu Could you please review this PR?
This is
ankkhedia commented on issue #14020: Fix jar path and add missing ones for
spark jobs
URL: https://github.com/apache/incubator-mxnet/pull/14020#issuecomment-463851606
@lanking520 ping for review/merge.
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srochel pushed a commit to branch v1.3.x
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The following commit(s) were added to refs/heads/v1.3.x by this push:
new 87eb1ad Fixes installation nightly
srochel merged pull request #14145: v1.3.x - backports nightly test fix
URL: https://github.com/apache/incubator-mxnet/pull/14145
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ankkhedia commented on issue #13975: Fix quote on LBSGD docs
URL: https://github.com/apache/incubator-mxnet/pull/13975#issuecomment-463851214
@ThomasDelteil Could you please take a look into comments by @Roshrini
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vandanavk commented on issue #7853: ndarray.choose_element_0index not
differentiable / bug in gradients after slicing?
URL:
https://github.com/apache/incubator-mxnet/issues/7853#issuecomment-463850347
Error on MXNet v1.5 (built from source). Tested on OSX
```
ankkhedia 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-463850355
@sandeep-krishnamurthy Could you please review/merge this PR?
ankkhedia commented on issue #13955: adding the gluon implementation of
deformable convolution
URL: https://github.com/apache/incubator-mxnet/pull/13955#issuecomment-463848823
@suyz526 Could you please look into the review comments above?
ankkhedia 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-463848237
@cchung100m Could you please look into the comments above?
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thomasdelteil pushed a commit to branch master
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The following commit(s) were added to refs/heads/master by this push:
new de5cda2 Add pixelshuffle
ankkhedia commented on issue #13930: Add batchify transformer to help end to
end models
URL: https://github.com/apache/incubator-mxnet/pull/13930#issuecomment-463848097
@sandeep-krishnamurthy Could you please look into the review comments above?
ThomasDelteil closed issue #13548: [Feature Request / Proposal] Pixel shuffle
layer
URL: https://github.com/apache/incubator-mxnet/issues/13548
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ThomasDelteil merged pull request #13571: Add pixelshuffle layers
URL: https://github.com/apache/incubator-mxnet/pull/13571
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ankkhedia commented on issue #13906: [MXNET-703] Update onnx-tensorrt for
int8/fp16 support
URL: https://github.com/apache/incubator-mxnet/pull/13906#issuecomment-463847839
@Roshrini @vandanavk ping for review!
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leleamol commented on issue #9857: C++ test Core dump DROPOUT_PERF.TimingGPU
URL:
https://github.com/apache/incubator-mxnet/issues/9857#issuecomment-463847789
The issue is not related to C++ API. Removing the C++ label.
@mxnet-label-bot remove [C++]
ankkhedia commented on issue #13858: implement random resize crop as operator
URL: https://github.com/apache/incubator-mxnet/pull/13858#issuecomment-463847361
@stu1130 Could you look into review comments?
@zhreshold ping for review!
ankkhedia commented on issue #13643: Remove mklml pre-install in ci
URL: https://github.com/apache/incubator-mxnet/pull/13643#issuecomment-463847196
@xinyu-intel Could you please look into the review comments?
This is an
ankkhedia commented on issue #13816: Add default parameters for Scala
NDArray.arange
URL: https://github.com/apache/incubator-mxnet/pull/13816#issuecomment-463846091
@szha Could you please look into the updated PR and review/merge?
lebeg closed pull request #13689: (WIP): Jetson build with CMake and TensorRT
URL: https://github.com/apache/incubator-mxnet/pull/13689
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ankkhedia commented on issue #13763: [contrib][op] fix MultiBoxPrior confusing
results if first ratio is not 1.0
URL: https://github.com/apache/incubator-mxnet/pull/13763#issuecomment-463843348
@eric-haibin-lin ping for review!
@zhreshold Could you look into above comments?
simonmaurer commented on issue #14159: how to infer using fp16 for c++ api
URL:
https://github.com/apache/incubator-mxnet/issues/14159#issuecomment-463842917
interested as well.
@lanking520 so what you're saying is that C++ inference using float16 is not
yet possible? is that also true
ankkhedia commented on issue #13715: Add C++ Predictor class for inference
URL: https://github.com/apache/incubator-mxnet/pull/13715#issuecomment-463842488
@stu1130 @ChaiBapchya It seems that your comments has been addressed. Could
you review it again?
ankkhedia commented on issue #13694: make center_crop as operator
URL: https://github.com/apache/incubator-mxnet/pull/13694#issuecomment-463841738
@stu1130 Did you get a chance to revisit this PR?
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ankkhedia commented on issue #13668: Update MKL-DNN to fix the Dense layer issue
URL: https://github.com/apache/incubator-mxnet/pull/13668#issuecomment-463841548
@zheng-da Ping for review !
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ankkhedia commented on issue #13612: add pos_weight for
SigmoidBinaryCrossEntropyLoss
URL: https://github.com/apache/incubator-mxnet/pull/13612#issuecomment-463841211
@eureka7mt Could you please look into the CI failures?
aaronmarkham commented on issue #13886: Fixes for wine detection tutorial
URL: https://github.com/apache/incubator-mxnet/pull/13886#issuecomment-463841154
I also just fixed the conflict from the new license header.
This is an
ankkhedia commented on issue #13571: Add pixelshuffle layers
URL: https://github.com/apache/incubator-mxnet/pull/13571#issuecomment-463841032
@ThomasDelteil Could you please help review/merge this PR?
This is an automated
aaronmarkham commented on issue #13886: Fixes for wine detection tutorial
URL: https://github.com/apache/incubator-mxnet/pull/13886#issuecomment-463840898
I put the edits for MXNet installation on Raspberry Pi in this PR: #14172
lebeg commented on issue #6685: !!!GPU performance of Cmake built mxnet is
worse than Make built one
URL:
https://github.com/apache/incubator-mxnet/issues/6685#issuecomment-463840773
> Does openblas or MKL have impacts on GPU performance?
You are right, probably not. Didn't read
ankkhedia commented on issue #13559: fix for opencv4
URL: https://github.com/apache/incubator-mxnet/pull/13559#issuecomment-463840629
@daleydeng Could you please take a look into the comments above?
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aaronmarkham opened a new pull request #14172: update raspberry pi install
instructions
URL: https://github.com/apache/incubator-mxnet/pull/14172
## Description ##
The current install instructions for Raspberry Pi did not work for me. I
kept at it until I got it working and now I've
ankkhedia commented on issue #13400: [MXNET-1229] use OpenBLAS, lapack & OpenCV
from conan
URL: https://github.com/apache/incubator-mxnet/pull/13400#issuecomment-463840297
@szha ping for comments/review/merge
This is an
ankkhedia commented on issue #13322: Change CUB submodule to track Nvidia CUB
project.
URL: https://github.com/apache/incubator-mxnet/pull/13322#issuecomment-463838450
@KellenSunderland Could you please review/merge this PR after the latest
changes?
ankkhedia commented on issue #13132: enabled link checker and doc test during
building the doc
URL: https://github.com/apache/incubator-mxnet/pull/13132#issuecomment-463837900
@mli Could you please look into comments by @aaronmarkham and try to fix the
build failures?
ankkhedia commented on issue #12641: Add docker file which includes sample
jupyter notebook (#12611)
URL: https://github.com/apache/incubator-mxnet/pull/12641#issuecomment-463837250
@gautamkmr Thanks for your contribution! Could you please look into the
comments by @lupesko
szha commented on a change in pull request #11948: [MXNET-766] add unroll RNN
for HybridBlock
URL: https://github.com/apache/incubator-mxnet/pull/11948#discussion_r257046723
##
File path: python/mxnet/gluon/contrib/rnn/rnn_cell.py
##
@@ -315,3 +317,136 @@ def
eric-haibin-lin opened a new pull request #14171: multi-precision AdamW update
op
URL: https://github.com/apache/incubator-mxnet/pull/14171
## Description ##
Tested in gluon-nlp.
## Checklist ##
### Essentials ###
Please feel free to remove inapplicable items for your PR.
zheng-da opened a new pull request #11948: [MXNET-766] add unroll RNN for
HybridBlock
URL: https://github.com/apache/incubator-mxnet/pull/11948
## Description ##
Currently, Gluon RNNCell unroll can't be used in Gluon HybridBlock. This
unroll function works with an RNN cell and can be
lebeg commented on issue #13574: Replaced rand_r with std:: random generation
URL: https://github.com/apache/incubator-mxnet/pull/13574#issuecomment-463833601
@szha @TaoLv thanks, quoting here again for reference:
> Well, the problem is not about the seed itself, but with usage of
ankkhedia commented on issue #10951: [MXNET-545] Fix broken cython build
URL: https://github.com/apache/incubator-mxnet/pull/10951#issuecomment-463832665
@marcoabreu Could you please review/merge this PR?
This is an automated
aaronmarkham opened a new pull request #14170: add preprocessed data and
pretrained model info
URL: https://github.com/apache/incubator-mxnet/pull/14170
## Description ##
This PR updates the instructions for the lipnet example.
ankkhedia commented on issue #12440: Add stable nrm2 for L2 normalization
URL: https://github.com/apache/incubator-mxnet/pull/12440#issuecomment-463833371
@TD Thanks for the contribution! Could you please take a look into final
few comments by @ZhennanQin
ankkhedia commented on issue #13667: [MXNET-1253] [WIP] Fix large array issue
in topk operator
URL: https://github.com/apache/incubator-mxnet/pull/13667#issuecomment-463831393
@apeforest Did you get a chance to work on this PR?
#13627 depends on this fix.
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