hgt312 opened a new pull request #17574: [WIP][DO NOT REVIEW][Numpy] Patch for
reduce overhead in naive engine
URL: https://github.com/apache/incubator-mxnet/pull/17574
## Description ##
(Brief description on what this PR is about)
## Checklist ##
### Essentials ###
Please
hgt312 commented on a change in pull request #17510: MXNet FFI for Operator
Imperative Invocation
URL: https://github.com/apache/incubator-mxnet/pull/17510#discussion_r378110551
##
File path: python/mxnet/_ffi/_ctypes/types.py
##
@@ -0,0 +1,57 @@
+# Licensed to the Apache
hgt312 commented on a change in pull request #17510: MXNet FFI for Operator
Imperative Invocation
URL: https://github.com/apache/incubator-mxnet/pull/17510#discussion_r378111436
##
File path: python/mxnet/_ffi/runtime_ctypes.py
##
@@ -0,0 +1,29 @@
+# Licensed to the
hgt312 commented on a change in pull request #17510: MXNet FFI for Operator
Imperative Invocation
URL: https://github.com/apache/incubator-mxnet/pull/17510#discussion_r378111558
##
File path: python/mxnet/_global_var.py
##
@@ -0,0 +1,29 @@
+# Licensed to the Apache
hgt312 commented on a change in pull request #17510: MXNet FFI for Operator
Imperative Invocation
URL: https://github.com/apache/incubator-mxnet/pull/17510#discussion_r378110311
##
File path: python/mxnet/_ffi/_ctypes/object.py
##
@@ -0,0 +1,76 @@
+# Licensed to the
xidulu opened a new pull request #17575: [Numpy] Add gamma param check
URL: https://github.com/apache/incubator-mxnet/pull/17575
## Description ##
Raise value error exception when either shape or scale is **less or equal**
to zero.
## Checklist ##
### Essentials ###
connorgoggins commented on issue #17511: Implement all miscellaneous ops
URL: https://github.com/apache/incubator-mxnet/pull/17511#issuecomment-585087784
@ChaiBapchya makes sense. The reason I chose `SetValueOp` was because the
only other option in the profiler output was `DeleteVariable`.
xidulu commented on issue #17441: [Numpy] check for alpha,beta parameter
non-negativity in np.gamma
URL: https://github.com/apache/incubator-mxnet/pull/17441#issuecomment-585165328
Hi,
@ChaiBapchya
I've submitted a patch fixing this issue, you could close this PR if you
want.
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The following commit(s) were added to refs/heads/asf-site by this push:
new 57f9101 Bump the
TaoLv commented on issue #17576: Fix storage type infer of softmax backward
URL: https://github.com/apache/incubator-mxnet/pull/17576#issuecomment-585283340
@eric-haibin-lin Could you please try it out? I cannot create a simple case
to reproduce the error.
TaoLv opened a new pull request #17576: Fix storage type infer of softmax
backward
URL: https://github.com/apache/incubator-mxnet/pull/17576
## Description ##
This PR fixes an issue introduced by #17170 , which causes below error when
fine-tuning a bert model with latest gluonnlp and
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apeforest pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git.
from 0779304 Implement remaining nn_activation ops in opperf (#17475)
add c9c5a13 Added run_perf_test
D-Roberts closed issue #17529: np.random.gamma(1,0) and np.random.gamma(0,0)
hang
URL: https://github.com/apache/incubator-mxnet/issues/17529
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a550461053 opened a new issue #17577: build mxnet from source and get
ImportError: cannot import name 'NDArrayHandle'
URL: https://github.com/apache/incubator-mxnet/issues/17577
- I build mxnet from source, here's the steps:
```
git clone --recursive
szha commented on a change in pull request #17376: [MXNET-1404] Implement
storage tagging, the first half of the memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/17376#discussion_r372126439
##
File path: src/ndarray/ndarray.cc
##
@@ -193,7 +203,9 @@
szha commented on a change in pull request #17376: [MXNET-1404] Implement
storage tagging, the first half of the memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/17376#discussion_r372102800
##
File path: src/ndarray/ndarray.cc
##
@@ -183,7 +191,9 @@
aidan-plenert-macdonald commented on issue #8148: How do I interpret the JSON
compute graph?
URL:
https://github.com/apache/incubator-mxnet/issues/8148#issuecomment-585335119
Found the documentation here
https://docs.tvm.ai/dev/nnvm_json_spec.html#nodes. It's not super helpful.
connorgoggins commented on a change in pull request #17542: [OpPerf] Add norm,
cast ops, remaining optimizer ops
URL: https://github.com/apache/incubator-mxnet/pull/17542#discussion_r378416896
##
File path: benchmark/opperf/rules/default_params.py
##
@@ -31,6 +31,7 @@
apeforest merged pull request #17475: Implement remaining nn_activation ops in
opperf
URL: https://github.com/apache/incubator-mxnet/pull/17475
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ChaiBapchya commented on issue #17067: Scala flaky test:
testObjectDetectionExample and GanExampleSuite
URL:
https://github.com/apache/incubator-mxnet/issues/17067#issuecomment-585361009
Another one -
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The following commit(s) were added to refs/heads/asf-site by this push:
new f07dab5 Bump the
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apeforest pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git.
from bdd34e9 pin Sphinx due to autodocsumm issue with v4.2.0 (#17561)
add 0779304 Implement remaining
connorgoggins commented on a change in pull request #17449: Implemented large
tensor flag for opperf testing
URL: https://github.com/apache/incubator-mxnet/pull/17449#discussion_r378430775
##
File path: benchmark/opperf/nd_operations/gemm_operators.py
##
@@ -55,33 +57,62
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apeforest pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git.
from 0779304 Implement remaining nn_activation ops in opperf (#17475)
add c9c5a13 Added run_perf_test
apeforest merged pull request #17500: [OpPerf] Implement remaining nn_conv ops
in opperf
URL: https://github.com/apache/incubator-mxnet/pull/17500
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from bdd34e9 pin Sphinx due to autodocsumm issue with v4.2.0 (#17561)
add 0779304 Implement remaining
a550461053 commented on issue #17486: Update CustomOp doc with changes for GPU
support
URL: https://github.com/apache/incubator-mxnet/pull/17486#issuecomment-585356310
> > Hi, @rondogency I am trying to use the dynamic operator and have some
questions.
> > How can we use
ChiaraXian commented on issue #8148: How do I interpret the JSON compute graph?
URL:
https://github.com/apache/incubator-mxnet/issues/8148#issuecomment-585321855
@aidan-plenert-macdonald Thank you for your code. But I still wonder the
index and version in the list of inputs. [node_id,
djaym7 commented on issue #17518: MaskRCNN can't export -- solution attached
URL:
https://github.com/apache/incubator-mxnet/issues/17518#issuecomment-585335950
One has to skip loading those 2 parameters while exporting manually.
ChaiBapchya closed pull request #17441: [Numpy] check for alpha,beta parameter
non-negativity in np.gamma
URL: https://github.com/apache/incubator-mxnet/pull/17441
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ChaiBapchya commented on a change in pull request #17542: [OpPerf] Add norm,
cast ops, remaining optimizer ops
URL: https://github.com/apache/incubator-mxnet/pull/17542#discussion_r378505898
##
File path: benchmark/opperf/rules/default_params.py
##
@@ -31,6 +31,7 @@
#
Kh4L commented on issue #17368: Faster GPU frozen BatchNorm
URL: https://github.com/apache/incubator-mxnet/pull/17368#issuecomment-585425575
@ptrendx @Jerryzcn sorry for the delay, please find it here:
[joblog.log](https://github.com/apache/incubator-mxnet/files/4195098/joblog.log)
Jerryzcn commented on issue #17368: Faster GPU frozen BatchNorm
URL: https://github.com/apache/incubator-mxnet/pull/17368#issuecomment-585426958
BTW, were you able to find the bug that cause master MXNet to fail on mask
rcnn?
ChaiBapchya edited a comment on issue #17331: [mxnet 2.0] [item 2.4] Turning on
large tensor support by default
URL:
https://github.com/apache/incubator-mxnet/issues/17331#issuecomment-580034113
Add LT support to ops found via OpPerf
NN optimizers and 1 activation
eric-haibin-lin commented on a change in pull request #17530: Add deferred
compute support
URL: https://github.com/apache/incubator-mxnet/pull/17530#discussion_r378552415
##
File path: python/mxnet/_deferred_compute.py
##
@@ -0,0 +1,95 @@
+# Licensed to the Apache
sl1pkn07 opened a new pull request #17580: fix #17579
URL: https://github.com/apache/incubator-mxnet/pull/17580
fix https://github.com/apache/incubator-mxnet/issues/17579
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haoj pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git.
from 81d26cc [OpPerf] Fixed native output ordering, added warmup & runs
command line args (#17571)
add
haojin2 merged pull request #17575: [Numpy] Add gamma param check
URL: https://github.com/apache/incubator-mxnet/pull/17575
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szha commented on issue #17579: typo in CmakeLists.txt about OPENMP_FOUND
URL:
https://github.com/apache/incubator-mxnet/issues/17579#issuecomment-585439899
Thanks for bringing this up. Would you be open to contributing a patch to
fix it?
apeforest merged pull request #17571: [OpPerf] Fixed native output ordering,
added warmup & runs command line args
URL: https://github.com/apache/incubator-mxnet/pull/17571
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apeforest pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git.
from c9c5a13 Added run_perf_test for ROIPooling op, supporting comments
(#17500)
add 81d26cc [OpPerf]
ChaiBapchya opened a new issue #17578: Additional C/Python APIs for Operator
stats/info
URL: https://github.com/apache/incubator-mxnet/issues/17578
## Description
While working on OpPerf, we found a need for the following C APIs
### MXNet wide Operator Registry info
-
Jerryzcn commented on issue #17368: Faster GPU frozen BatchNorm
URL: https://github.com/apache/incubator-mxnet/pull/17368#issuecomment-585426547
Lgtm
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ChaiBapchya commented on issue #17542: [OpPerf] Add norm, cast ops, remaining
optimizer ops
URL: https://github.com/apache/incubator-mxnet/pull/17542#issuecomment-585442543
@mxnet-label-bot add [pr-awaiting-review]
This is
sl1pkn07 commented on issue #17579: typo in CmakeLists.txt about OPENMP_FOUND
URL:
https://github.com/apache/incubator-mxnet/issues/17579#issuecomment-585458059
@szha done
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apeforest pushed a change to branch master
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from c9c5a13 Added run_perf_test for ROIPooling op, supporting comments
(#17500)
add 81d26cc [OpPerf]
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apeforest pushed a change to branch master
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from c9c5a13 Added run_perf_test for ROIPooling op, supporting comments
(#17500)
add 81d26cc [OpPerf]
zachgk commented on a change in pull request #17503: Add Scala 2.12 and 2.13
cross-compilation (#16438)
URL: https://github.com/apache/incubator-mxnet/pull/17503#discussion_r378551886
##
File path: scala-package/pom.xml
##
@@ -423,23 +590,11 @@
1.7.7
zachgk commented on a change in pull request #17503: Add Scala 2.12 and 2.13
cross-compilation (#16438)
URL: https://github.com/apache/incubator-mxnet/pull/17503#discussion_r378544678
##
File path: scala-package/assembly/pom.xml
##
@@ -26,7 +26,7 @@
../pom.xml
zachgk commented on a change in pull request #17503: Add Scala 2.12 and 2.13
cross-compilation (#16438)
URL: https://github.com/apache/incubator-mxnet/pull/17503#discussion_r378546591
##
File path:
scala-package/core/src/test/scala/org/apache/mxnet/NDArraySuite.scala
##
ChaiBapchya commented on issue #17542: [OpPerf] Add norm, cast ops, remaining
optimizer ops
URL: https://github.com/apache/incubator-mxnet/pull/17542#issuecomment-585458984
Updated OpPerf results after dtype fix
CPU : https://gist.github.com/ChaiBapchya/dbe941cb65d493c6e435c68a6bbc5b19
sl1pkn07 opened a new issue #17579: typo in CmakeLists.txt about OPENMP_FOUND
URL: https://github.com/apache/incubator-mxnet/issues/17579
https://github.com/apache/incubator-mxnet/blob/f0d1d9dd8879920c68290b6f520f97a17444354c/CMakeLists.txt#L420
according cmake documentation,
ChaiBapchya commented on issue #16864: [Discussion] 1.7.0 Roadmap
URL:
https://github.com/apache/incubator-mxnet/issues/16864#issuecomment-585461851
Exposing OpPerf utility in the MXNet's Pip.
@TaoLv As discussing in one of the OpPerf PR's
eric-haibin-lin commented on issue #17495: Initial inspections for singleton
thread safety in MXNet
URL:
https://github.com/apache/incubator-mxnet/issues/17495#issuecomment-585461965
There are a couple of thread local variables in the python level, too:
```
leezu commented on a change in pull request #17583: Python 2 cleanup
URL: https://github.com/apache/incubator-mxnet/pull/17583#discussion_r378643783
##
File path: docs/python_docs/python/tutorials/packages/gluon/text/gnmt.rst
##
@@ -391,7 +390,7 @@ testing datasets.
ChaiBapchya commented on a change in pull request #17583: Python 2 cleanup
URL: https://github.com/apache/incubator-mxnet/pull/17583#discussion_r378644844
##
File path: ci/docker/runtime_functions.sh
##
@@ -43,11 +43,10 @@ scala_prepare() {
check_cython() {
set -ex
ChaiBapchya commented on a change in pull request #17511: Implement all
miscellaneous ops
URL: https://github.com/apache/incubator-mxnet/pull/17511#discussion_r378650836
##
File path: benchmark/opperf/utils/op_registry_utils.py
##
@@ -437,6 +458,26 @@ def
pengzhao-intel commented on issue #16735: Use single-bit for mask in dropout
operator
URL: https://github.com/apache/incubator-mxnet/pull/16735#issuecomment-58475
> > I'm ok with the result. @TaoLv any concern?
>
> It's still 1.36x slower. I will take another look today.
>
leezu commented on issue #17579: typo in CmakeLists.txt about OPENMP_FOUND
URL:
https://github.com/apache/incubator-mxnet/issues/17579#issuecomment-585467367
Variables are case sensitive in CMake syntax. This is only an optical issue.
sl1pkn07 commented on issue #17579: typo in CmakeLists.txt about OPENMP_FOUND
URL:
https://github.com/apache/incubator-mxnet/issues/17579#issuecomment-585470957
not at all, a example
https://github.com/Nadrin/Quartz/issues/2
apeforest merged pull request #17570: Ignore config.cmake in git and remove old
files
URL: https://github.com/apache/incubator-mxnet/pull/17570
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apeforest pushed a change to branch master
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from f0d1d9d add gamma param check (#17575)
add b436ca9 Ignore config.cmake in git and remove old
ChaiBapchya edited a comment on issue #16864: [Discussion] 1.7.0 Roadmap
URL:
https://github.com/apache/incubator-mxnet/issues/16864#issuecomment-585461851
Proposal : Exposing OpPerf utility in the MXNet's Pip.
@TaoLv As discussing in one of the OpPerf PR's
ChaiBapchya edited a comment on issue #16864: [Discussion] 1.7.0 Roadmap
URL:
https://github.com/apache/incubator-mxnet/issues/16864#issuecomment-585461851
Proposal : Exposing OpPerf utility in the MXNet's Pip.
@TaoLv As discussing in one of the OpPerf PR's
ChaiBapchya edited a comment on issue #16864: [Discussion] 1.7.0 Roadmap
URL:
https://github.com/apache/incubator-mxnet/issues/16864#issuecomment-585461851
Proposal : Exposing OpPerf utility in the MXNet's Pip.
@TaoLv As discussing in one of the OpPerf PR's
leezu opened a new pull request #17583: Python 2 cleanup
URL: https://github.com/apache/incubator-mxnet/pull/17583
## Description ##
This PR drops some Python 2 compatibility code from the codebase. Makes the
code easier to read.
### Changes ###
- [X] Drop some python 2
larroy commented on a change in pull request #17583: Python 2 cleanup
URL: https://github.com/apache/incubator-mxnet/pull/17583#discussion_r378642977
##
File path: docs/python_docs/python/tutorials/packages/gluon/text/gnmt.rst
##
@@ -391,7 +390,7 @@ testing datasets.
larroy commented on a change in pull request #17511: Implement all
miscellaneous ops
URL: https://github.com/apache/incubator-mxnet/pull/17511#discussion_r378644065
##
File path: benchmark/opperf/utils/op_registry_utils.py
##
@@ -437,6 +458,26 @@ def
leezu commented on a change in pull request #17583: Python 2 cleanup
URL: https://github.com/apache/incubator-mxnet/pull/17583#discussion_r378646079
##
File path: ci/docker/runtime_functions.sh
##
@@ -43,11 +43,10 @@ scala_prepare() {
check_cython() {
set -ex
-
haojin2 commented on a change in pull request #17385: [NumPy] add
random.geometric op
URL: https://github.com/apache/incubator-mxnet/pull/17385#discussion_r378649583
##
File path: src/operator/numpy/random/np_geometric_op.h
##
@@ -0,0 +1,173 @@
+/*
+ * Licensed to the
ChaiBapchya commented on a change in pull request #17583: Python 2 cleanup
URL: https://github.com/apache/incubator-mxnet/pull/17583#discussion_r378651541
##
File path: ci/docker/runtime_functions.sh
##
@@ -43,11 +43,10 @@ scala_prepare() {
check_cython() {
set -ex
haojin2 commented on a change in pull request #17573: [Numpy] Add cross product
op
URL: https://github.com/apache/incubator-mxnet/pull/17573#discussion_r378652550
##
File path: python/mxnet/ndarray/numpy/_op.py
##
@@ -44,7 +44,7 @@
'tril', 'identity', 'take',
haojin2 commented on a change in pull request #17573: [Numpy] Add cross product
op
URL: https://github.com/apache/incubator-mxnet/pull/17573#discussion_r378652870
##
File path: python/mxnet/symbol/numpy/_symbol.py
##
@@ -6160,4 +6160,56 @@ def bincount(x, weights=None,
haojin2 commented on a change in pull request #17573: [Numpy] Add cross product
op
URL: https://github.com/apache/incubator-mxnet/pull/17573#discussion_r378652916
##
File path: python/mxnet/symbol/numpy/_symbol.py
##
@@ -6160,4 +6160,56 @@ def bincount(x, weights=None,
haojin2 commented on a change in pull request #17573: [Numpy] Add cross product
op
URL: https://github.com/apache/incubator-mxnet/pull/17573#discussion_r378652813
##
File path: python/mxnet/symbol/numpy/_symbol.py
##
@@ -6160,4 +6160,56 @@ def bincount(x, weights=None,
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haoj pushed a change to branch master
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from b436ca9 Ignore config.cmake in git and remove old files (#17570)
add eecf2ed add np.random.chisquare
haojin2 merged pull request #17524: add np.random.chisquare
URL: https://github.com/apache/incubator-mxnet/pull/17524
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leezu commented on a change in pull request #17583: Python 2 cleanup
URL: https://github.com/apache/incubator-mxnet/pull/17583#discussion_r378662806
##
File path: ci/docker/runtime_functions.sh
##
@@ -43,11 +43,10 @@ scala_prepare() {
check_cython() {
set -ex
-
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haoj pushed a change to branch master
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from b436ca9 Ignore config.cmake in git and remove old files (#17570)
add eecf2ed add np.random.chisquare
samskalicky commented on issue #17486: Update CustomOp doc with changes for GPU
support
URL: https://github.com/apache/incubator-mxnet/pull/17486#issuecomment-585571802
> Ok, thank you. I want to create a custom operator calling another operator
which input NDArray. Both operator is async
leezu commented on issue #17495: Initial inspections for singleton thread
safety in MXNet
URL:
https://github.com/apache/incubator-mxnet/issues/17495#issuecomment-585466432
Specifically, we'd need to use something like
https://docs.python.org/3/library/contextvars.html
But Contextvar
leezu commented on issue #17581: macOS static build failed with 'cblas.h' file
not found
URL:
https://github.com/apache/incubator-mxnet/issues/17581#issuecomment-585495177
Could you try `CMAKE_STATICBUILD=1 ./tools/staticbuild/build.sh cpu`
leezu edited a comment on issue #17579: typo in CmakeLists.txt about
OPENMP_FOUND
URL:
https://github.com/apache/incubator-mxnet/issues/17579#issuecomment-585467367
Variables are case insensitive in CMake syntax. This is only an optical
issue.
TaoLv commented on issue #16735: Use single-bit for mask in dropout operator
URL: https://github.com/apache/incubator-mxnet/pull/16735#issuecomment-585510015
> I'm ok with the result. @TaoLv any concern?
It's still 1.36x slower. I will take another look today.
> If sacrificing
TaoLv commented on issue #17396: refactor: handle mshadow as cmake target
URL: https://github.com/apache/incubator-mxnet/pull/17396#issuecomment-585530538
Personally I will recommend static linking just as the default behavior of
makefile. :)
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aaronmarkham pushed a commit to branch asf-site
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The following commit(s) were added to refs/heads/asf-site by this push:
new 89f523f Bump the
leezu commented on issue #17579: typo in CmakeLists.txt about OPENMP_FOUND
URL:
https://github.com/apache/incubator-mxnet/issues/17579#issuecomment-585500555
`OPENMP_FOUND` is also supported variable.
https://gitlab.kitware.com/cmake/cmake/blob/master/Modules/FindOpenMP.cmake#L584
ChaiBapchya commented on issue #17511: Implement all miscellaneous ops
URL: https://github.com/apache/incubator-mxnet/pull/17511#issuecomment-585501494
Again since we have updated this over and over, would be great to have the
results updated (especially group of misc operators) Thanks
ChaiBapchya commented on a change in pull request #17511: Implement all
miscellaneous ops
URL: https://github.com/apache/incubator-mxnet/pull/17511#discussion_r378603883
##
File path: benchmark/opperf/utils/profiler_utils.py
##
@@ -135,7 +136,11 @@ def
ChaiBapchya commented on issue #13439: [Test Failure] R: CPU
URL:
https://github.com/apache/incubator-mxnet/issues/13439#issuecomment-585503601
@anirudhacharya R GPU failed in unix-gpu for unrelated PR #17542
sxjscience opened a new issue #17584: [Numpy] broadcast_arrays is not in
symbolic interface + no broadcast_like
URL: https://github.com/apache/incubator-mxnet/issues/17584
## Description
broadcast_like is very useful for broadcasting arrays in the symbolic
interface. I think we should
sl1pkn07 edited a comment on issue #17579: typo in CmakeLists.txt about
OPENMP_FOUND
URL:
https://github.com/apache/incubator-mxnet/issues/17579#issuecomment-585470957
not at all, a example
https://github.com/Nadrin/Quartz/issues/2 (the first part)
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apeforest pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git.
from f0d1d9d add gamma param check (#17575)
add b436ca9 Ignore config.cmake in git and remove old
frankfliu commented on issue #17581: macOS static build failed with 'cblas.h'
file not found
URL:
https://github.com/apache/incubator-mxnet/issues/17581#issuecomment-585479759
@mxnet-label-bot add [build, ci]
This is an
leezu opened a new pull request #17582: Fix Apache RAT License check
URL: https://github.com/apache/incubator-mxnet/pull/17582
## Description ##
There are several issues this PR attempts to address (but still WIP):
1)
```
Binary files (which do not require any license
frankfliu opened a new issue #17581: macOS static build failed with 'cblas.h'
file not found
URL: https://github.com/apache/incubator-mxnet/issues/17581
## Description
I use following command to build macOS static build:
```
tools/staticbuild/build.sh mkl pip
```
###
eric-haibin-lin commented on issue #16735: Use single-bit for mask in dropout
operator
URL: https://github.com/apache/incubator-mxnet/pull/16735#issuecomment-585483752
I'm ok with the result. @TaoLv any concern?
This is an
leezu commented on issue #17579: typo in CmakeLists.txt about OPENMP_FOUND
URL:
https://github.com/apache/incubator-mxnet/issues/17579#issuecomment-585496098
Ok. I'm not sure why this worked so far then.
This is an automated
ChaiBapchya edited a comment on issue #16864: [Discussion] 1.7.0 Roadmap
URL:
https://github.com/apache/incubator-mxnet/issues/16864#issuecomment-585461851
Proposal : Exposing OpPerf utility in the MXNet's Pip.
@TaoLv As discussing in one of the OpPerf PR's
connorgoggins commented on issue #17511: Implement all miscellaneous ops
URL: https://github.com/apache/incubator-mxnet/pull/17511#issuecomment-585515242
@ChaiBapchya all perf results are updated!
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