yinghu5 commented on a change in pull request #14952: Update mkldnn window
build instructions in MKLDNN_README.md
URL: https://github.com/apache/incubator-mxnet/pull/14952#discussion_r285330232
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reminisce commented on a change in pull request #14869: Fix infer shape partial
after unknown shape changed to -1
URL: https://github.com/apache/incubator-mxnet/pull/14869#discussion_r285329472
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reminisce commented on a change in pull request #14869: Fix infer shape partial
after unknown shape changed to -1
URL: https://github.com/apache/incubator-mxnet/pull/14869#discussion_r285329539
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reminisce commented on a change in pull request #14869: Fix infer shape partial
after unknown shape changed to -1
URL: https://github.com/apache/incubator-mxnet/pull/14869#discussion_r285329483
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larroy commented on a change in pull request #14973: [MXNET-1404] Added the GPU
memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285326388
##
File path: example/gpu_memory_profiler/two_bar_plot.py
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larroy commented on a change in pull request #14973: [MXNET-1404] Added the GPU
memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285326217
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larroy commented on a change in pull request #14973: [MXNET-1404] Added the GPU
memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285326277
##
File path: example/gpu_memory_profiler/pprint_top_entries.py
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larroy commented on a change in pull request #14973: [MXNET-1404] Added the GPU
memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285326310
##
File path: example/gpu_memory_profiler/profile_analyzer.py
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larroy commented on a change in pull request #14973: [MXNET-1404] Added the GPU
memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285326407
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larroy commented on a change in pull request #14973: [MXNET-1404] Added the GPU
memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285326248
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larroy commented on a change in pull request #14973: [MXNET-1404] Added the GPU
memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285326519
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larroy commented on a change in pull request #14973: [MXNET-1404] Added the GPU
memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285326257
##
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larroy commented on a change in pull request #14973: [MXNET-1404] Added the GPU
memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285326455
##
File path: include/mxnet/ndarray.h
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@@ -102,15 +112,29 @@ class NDArray {
NDArray(const
larroy commented on a change in pull request #14973: [MXNET-1404] Added the GPU
memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285326321
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larroy commented on a change in pull request #14973: [MXNET-1404] Added the GPU
memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285326209
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larroy commented on a change in pull request #14973: [MXNET-1404] Added the GPU
memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285326225
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larroy commented on a change in pull request #14973: [MXNET-1404] Added the GPU
memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285326283
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ArmageddonKnight commented on issue #14973: [MXNET-1404] Added the GPU memory
profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#issuecomment-493641565
@anirudh2290 Thanks for your comment. Given below is my thought when
developing this memory profiler.
1. I have
larroy opened a new issue #14991: Second order gradient wrt inputs, expected
behaviour.
URL: https://github.com/apache/incubator-mxnet/issues/14991
What would be the expected behaviour of this code?
It tries to calculate the gradient of a function using the gradient wrt of
the
szha commented on issue #14937: Build failed on 1.4.1-rc0 with no openCV
URL:
https://github.com/apache/incubator-mxnet/issues/14937#issuecomment-493641317
https://github.com/apache/incubator-mxnet/issues/8702
This is an
TaoLv commented on issue #14893: Integrating the MKL VML functions to MXNET to
speed-up the (element-wised) mathematic computation
URL: https://github.com/apache/incubator-mxnet/pull/14893#issuecomment-493640943
@sxjscience Can you help to review? Here is a optimization for CPU
LayerNorm.
TaoLv commented on a change in pull request #14893: Integrating the MKL VML
functions to MXNET to speed-up the (element-wised) mathematic computation
URL: https://github.com/apache/incubator-mxnet/pull/14893#discussion_r285325519
##
File path:
asitstands commented on issue #14978: Flaky Test:
test_tensorrt_lenet5.test_tensorrt_inference
URL:
https://github.com/apache/incubator-mxnet/issues/14978#issuecomment-493640246
Another failure is here.
zachgk merged pull request #14666: [MXNET-1287] Fix test memory with
ResourceScope
URL: https://github.com/apache/incubator-mxnet/pull/14666
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from 379d11f Disables large tensor size cpu test step (#14982)
add c8ee1b3 Fix test memory with
roywei commented on issue #14629: [MXNET-1333] Estimator and Fit API
URL: https://github.com/apache/incubator-mxnet/pull/14629#issuecomment-493638689
@szha @eric-haibin-lin CI finally passed, [validation/miscellaneous
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ArmageddonKnight commented on a change in pull request #14973: [MXNET-1404]
Added the GPU memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285321368
##
File path: src/operator/rnn-inl.h
##
@@ -1378,9 +1378,17 @@ class RNNOp {
ArmageddonKnight commented on a change in pull request #14973: [MXNET-1404]
Added the GPU memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285320996
##
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ArmageddonKnight commented on a change in pull request #14973: [MXNET-1404]
Added the GPU memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285320895
##
File path: python/mxnet/optimizer/optimizer.py
##
@@ -581,7 +581,9 @@ def
ArmageddonKnight commented on a change in pull request #14973: [MXNET-1404]
Added the GPU memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285320810
##
File path: example/gpu_memory_profiler/SETME.py
##
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+# Licensed to
pengzhao-intel commented on issue #14891: [Doc] Add MKL-DNN operator list
URL: https://github.com/apache/incubator-mxnet/pull/14891#issuecomment-493633057
update `env_var.md` again :(
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eric-haibin-lin commented on a change in pull request #14973: [MXNET-1404]
Added the GPU memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285319929
##
File path: src/operator/rnn-inl.h
##
@@ -1378,9 +1378,17 @@ class RNNOp {
eric-haibin-lin commented on a change in pull request #14973: [MXNET-1404]
Added the GPU memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285319929
##
File path: src/operator/rnn-inl.h
##
@@ -1378,9 +1378,17 @@ class RNNOp {
eric-haibin-lin commented on a change in pull request #14973: [MXNET-1404]
Added the GPU memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285318637
##
File path: src/profiler/gpu_memory_profiler.cc
##
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+/*
+ * Licensed
eric-haibin-lin commented on a change in pull request #14973: [MXNET-1404]
Added the GPU memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285318259
##
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@@ -520,6 +520,13 @@ MXNET_DLL int
eric-haibin-lin commented on a change in pull request #14973: [MXNET-1404]
Added the GPU memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285319124
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eric-haibin-lin commented on a change in pull request #14973: [MXNET-1404]
Added the GPU memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285318216
##
File path: example/gpu_memory_profiler/SETME.py
##
@@ -0,0 +1,40 @@
+# Licensed to
eric-haibin-lin commented on a change in pull request #14973: [MXNET-1404]
Added the GPU memory profiler
URL: https://github.com/apache/incubator-mxnet/pull/14973#discussion_r285318482
##
File path: python/mxnet/optimizer/optimizer.py
##
@@ -581,7 +581,9 @@ def
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The following commit(s) were added to refs/heads/master by this push:
new 379d11f Disables large tensor size
szha merged pull request #14982: [CI] Disables large tensor size cpu test step
URL: https://github.com/apache/incubator-mxnet/pull/14982
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eric-haibin-lin commented on a change in pull request #14935: [OP] Accelerate
GPU version of LayerNorm(axis=-1)
URL: https://github.com/apache/incubator-mxnet/pull/14935#discussion_r285317074
##
File path: src/operator/nn/layer_norm.cu
##
@@ -24,9 +24,662 @@
*/
#include
eric-haibin-lin commented on issue #14935: [OP] Accelerate GPU version of
LayerNorm(axis=-1)
URL: https://github.com/apache/incubator-mxnet/pull/14935#issuecomment-493628702
Nice work! Can you retrigger CI?
This is an
anirudh2290 opened a new pull request #14990: Fix test randint
URL: https://github.com/apache/incubator-mxnet/pull/14990
## Description ##
1. Added the right dtype param for randint call.
2. Fixed incorrect syntax for logical and in python
## Checklist ##
### Essentials ###
eric-haibin-lin commented on a change in pull request #14173: MXNet AMP
(automatic mixed precision)
URL: https://github.com/apache/incubator-mxnet/pull/14173#discussion_r285315945
##
File path: python/mxnet/model.py
##
@@ -905,7 +905,7 @@ def fit(self, X, y=None,
eric-haibin-lin commented on a change in pull request #14173: MXNet AMP
(automatic mixed precision)
URL: https://github.com/apache/incubator-mxnet/pull/14173#discussion_r285315925
##
File path: python/mxnet/model.py
##
@@ -391,7 +391,7 @@ def _train_multi_device(symbol,
eric-haibin-lin commented on a change in pull request #14173: MXNet AMP
(automatic mixed precision)
URL: https://github.com/apache/incubator-mxnet/pull/14173#discussion_r285315960
##
File path: python/mxnet/symbol/symbol.py
##
@@ -1275,7 +1275,7 @@ def debug_str(self):
eric-haibin-lin commented on issue #12666: [MXNET-] Horovod support for
MXNet
URL: https://github.com/apache/incubator-mxnet/pull/12666#issuecomment-493616389
Yes it was in 1.4 @kevinVegBird
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eric-haibin-lin commented on a change in pull request #14893: Integrating the
MKL VML functions to MXNET to speed-up the (element-wised) mathematic
computation
URL: https://github.com/apache/incubator-mxnet/pull/14893#discussion_r285305871
##
File path:
larroy commented on issue #9686: [Discussion] MXNet 2.0 Roadmap (was: APIs that
might be a good idea to break in 2.0)
URL:
https://github.com/apache/incubator-mxnet/issues/9686#issuecomment-493612546
I would like to refactor the operator graph and have it in the MXNet
codebase, tracking
larroy closed issue #14670: Default build with CMake not using MKL
URL: https://github.com/apache/incubator-mxnet/issues/14670
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larroy commented on issue #14670: Default build with CMake not using MKL
URL:
https://github.com/apache/incubator-mxnet/issues/14670#issuecomment-493598605
Works nicely now, tested with MKL, no mkl and MKLDNN... thanks guys.
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haoj pushed a change to branch master
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from 5b4e866 Sync Horovod distributed training examples with latest
changes (#14748)
add 5aa62d8 Use env
haojin2 merged pull request #14830: Use env var to enforce safe accumulation in
ReduceAxesCompute
URL: https://github.com/apache/incubator-mxnet/pull/14830
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larroy commented on a change in pull request #14855: [WIP] Jetson nano & TX
installation updates
URL: https://github.com/apache/incubator-mxnet/pull/14855#discussion_r285277042
##
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@@ -0,0 +1,31 @@
+#!/usr/bin/env bash
Review
larroy commented on issue #14946: Change mx.test_utils.list_gpus to
mx.context.num_gpus where possible
URL: https://github.com/apache/incubator-mxnet/pull/14946#issuecomment-493577130
This is good to merge.
This is an
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reminisce opened a new pull request #14989: [numpy] Refactor np modules
URL: https://github.com/apache/incubator-mxnet/pull/14989
**Dev branch. Not ready for review.**
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larroy commented on a change in pull request #14095: Optimize move semantics of
NodeEntry
URL: https://github.com/apache/incubator-mxnet/pull/14095#discussion_r285244332
##
File path: src/operator/custom/custom.cc
##
@@ -238,14 +238,14 @@ std::vector Gradient(
larroy commented on a change in pull request #14095: Optimize move semantics of
NodeEntry
URL: https://github.com/apache/incubator-mxnet/pull/14095#discussion_r285243564
##
File path: include/mxnet/ndarray.h
##
@@ -82,7 +82,8 @@ class MKLDNNMemory;
class NDArray {
larroy commented on a change in pull request #14095: Optimize move semantics of
NodeEntry
URL: https://github.com/apache/incubator-mxnet/pull/14095#discussion_r285243564
##
File path: include/mxnet/ndarray.h
##
@@ -82,7 +82,8 @@ class MKLDNNMemory;
class NDArray {
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apeforest pushed a change to branch master
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from 016b3b2 [Dependency Update] Upgrade CI to use latest cuDNN (#14950)
add 5b4e866 Sync Horovod
apeforest merged pull request #14748: Sync Horovod distributed training
examples with latest changes
URL: https://github.com/apache/incubator-mxnet/pull/14748
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stu1130 opened a new pull request #14988: [Dependency Update] Upgrade cuDNN &
NCCL
URL: https://github.com/apache/incubator-mxnet/pull/14988
## Description ##
Since the CI have upgraded to use cuDNN 7.5.1 , we can upgrade the CUDA
9.0/9.2/10.0 with latest cuDNN **7.5.1** & NCCL
aaronmarkham opened a new pull request #14987: Fix installation dependencies
URL: https://github.com/apache/incubator-mxnet/pull/14987
## Description ##
Issues related to Mac install and graphviz are addressed.
This PR stacks on #14951.
aaronmarkham commented on issue #14855: [WIP] Jetson nano & TX installation
updates
URL: https://github.com/apache/incubator-mxnet/pull/14855#issuecomment-493547844
I removed the scala setup step since this PR isn't going to get the
Scala/Java stuff working yet. It'll focus on Python
stu1130 opened a new pull request #14986: Bump up the nvidia docker to CUDA 10.1
URL: https://github.com/apache/incubator-mxnet/pull/14986
## Description ##
Bump up the nvidia docker to CUDA 10.1
## Checklist ##
### Essentials ###
Please feel free to remove inapplicable
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new 016b3b2 [Dependency Update] Upgrade
szha merged pull request #14950: [Dependency Update] Upgrade CI to use latest
cuDNN
URL: https://github.com/apache/incubator-mxnet/pull/14950
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stu1130 commented on issue #14950: [Dependency Update] Upgrade CI to use latest
cuDNN
URL: https://github.com/apache/incubator-mxnet/pull/14950#issuecomment-493535621
ping @perdasilva @DickJC123 @anirudh2290 @szha @eric-haibin-lin for review
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haibin pushed a change to branch fit-api
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discard 3b17837 [Fit-API] Adress PR comments (#14885)
add 5c34df3 [Fit-API] Adress PR comments (#14885)
mxnet-label-bot commented on issue #14985: Add FusedParam Support for Gluon
LSTMs
URL:
https://github.com/apache/incubator-mxnet/issues/14985#issuecomment-493510604
Hey, this is the MXNet Label Bot.
Thank you for submitting the issue! I will try and suggest some labels so
that the
stephenrawls opened a new issue #14985: Add FusedParam Support for Gluon LSTMs
URL: https://github.com/apache/incubator-mxnet/issues/14985
This is a feature request to have the Gluon LSTM operator use FusedParams
for LSTMs and RNNs.
Here is the inference latency for the LSTM
perdasilva opened a new pull request #14984: [CI] Disables large tensor size
gpu test step
URL: https://github.com/apache/incubator-mxnet/pull/14984
## Description ##
Large Tensor Size: GPU step is failing in the NightlyTestsForBinaries (see
#14981).
This PR disables the
mxnet-label-bot commented on issue #14983: Bug with arange inside a foreach
URL:
https://github.com/apache/incubator-mxnet/issues/14983#issuecomment-493460017
Hey, this is the MXNet Label Bot.
Thank you for submitting the issue! I will try and suggest some labels so
that the
matteosal opened a new issue #14983: Bug with arange inside a foreach
URL: https://github.com/apache/incubator-mxnet/issues/14983
[symbol.zip](https://github.com/apache/incubator-mxnet/files/3191699/symbol.zip)
Download+extract the attached json and run this script:
```
perdasilva opened a new pull request #14982: [CI] Disables large tensor size
cpu test step
URL: https://github.com/apache/incubator-mxnet/pull/14982
## Description ##
The Large Tensor Size: CPU test step in the NightlyTestsForBinaries is
killing the underlying CI node (see #14980).
TaoLv commented on a change in pull request #14893: Integrating the MKL VML
functions to MXNET to speed-up the (element-wised) mathematic computation
URL: https://github.com/apache/incubator-mxnet/pull/14893#discussion_r285129930
##
File path:
TaoLv commented on a change in pull request #14952: Update mkldnn window build
instructions in MKLDNN_README.md
URL: https://github.com/apache/incubator-mxnet/pull/14952#discussion_r285126569
##
File path: docs/tutorials/mkldnn/MKLDNN_README.md
##
@@ -15,297 +15,255 @@
mxnet-label-bot commented on issue #14980: [
URL:
https://github.com/apache/incubator-mxnet/issues/14980#issuecomment-493453754
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 community members can
perdasilva opened a new issue #14980: [
URL: https://github.com/apache/incubator-mxnet/issues/14980
Note: Providing complete information in the most concise form is the best
way to get help. This issue template serves as the checklist for essential
information to most of the technical
mxnet-label-bot commented on issue #14981: [CI][NightlyTestsForBinaries] Test
Large Tensor: GPU Failing
URL:
https://github.com/apache/incubator-mxnet/issues/14981#issuecomment-493454929
Hey, this is the MXNet Label Bot.
Thank you for submitting the issue! I will try and suggest some
perdasilva opened a new issue #14981: [CI][NightlyTestsForBinaries] Test Large
Tensor: GPU Failing
URL: https://github.com/apache/incubator-mxnet/issues/14981
Note: Providing complete information in the most concise form is the best
way to get help. This issue template serves as the
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pengzhao-intel commented on issue #14891: [Doc] Add MKL-DNN operator list
URL: https://github.com/apache/incubator-mxnet/pull/14891#issuecomment-493423467
It's great @TaoLv, please retrigger the CI and I will merge soon.
This
TaoLv commented on issue #14891: [Doc] Add MKL-DNN operator list
URL: https://github.com/apache/incubator-mxnet/pull/14891#issuecomment-493393139
@pengzhao-intel Change the environmental variable name from
`MKLDNN_POST_QUANTIZE` to `MKLDNN_QUANTIZE` accordingly. And also remove the
fierceX commented on issue #14979: [BUG] Using a package with MKL and GPU
versions, using python to open a new process will cause an error
URL:
https://github.com/apache/incubator-mxnet/issues/14979#issuecomment-493378719
@TaoLv Yes, this will not go wrong, but this should be a bug. What
TaoLv commented on issue #14979: [BUG] Using a package with MKL and GPU
versions, using python to open a new process will cause an error
URL:
https://github.com/apache/incubator-mxnet/issues/14979#issuecomment-493375246
@fierceX I'm not sure and don't know why but can you try the magic
mseth10 commented on issue #14957: [Bug] ValueError: There are multiple outputs
with name "resnetv1b_layers4_conv0_fwd_output"
URL:
https://github.com/apache/incubator-mxnet/issues/14957#issuecomment-493370623
```
import gluoncv
import mxnet as mx
data =
mseth10 commented on issue #14957: [Bug] ValueError: There are multiple outputs
with name "resnetv1b_layers4_conv0_fwd_output"
URL:
https://github.com/apache/incubator-mxnet/issues/14957#issuecomment-493370182
@mxnet-label-bot add [Gluon]
fierceX opened a new issue #14979: [BUG] Using a package with MKL and GPU
versions, using python to open a new process will cause an error
URL: https://github.com/apache/incubator-mxnet/issues/14979
Hardware and version information:
--Python Info--
Version :
mxnet-label-bot commented on issue #14979: [BUG] Using a package with MKL and
GPU versions, using python to open a new process will cause an error
URL:
https://github.com/apache/incubator-mxnet/issues/14979#issuecomment-493368233
Hey, this is the MXNet Label Bot.
Thank you for
mxnet-label-bot commented on issue #14978: Flaky Test:
test_tensorrt_lenet5.test_tensorrt_inference
URL:
https://github.com/apache/incubator-mxnet/issues/14978#issuecomment-493364288
Hey, this is the MXNet Label Bot.
Thank you for submitting the issue! I will try and suggest some
haojin2 opened a new issue #14978: Flaky Test:
test_tensorrt_lenet5.test_tensorrt_inference
URL: https://github.com/apache/incubator-mxnet/issues/14978
Happening for 2 independent PRs.
yinghu5 commented on a change in pull request #14952: Update mkldnn window
build instructions in MKLDNN_README.md
URL: https://github.com/apache/incubator-mxnet/pull/14952#discussion_r285009558
##
File path: docs/tutorials/mkldnn/MKLDNN_README.md
##
@@ -1,20 +1,20 @@
-
-
yinghu5 commented on a change in pull request #14952: Update mkldnn window
build instructions in MKLDNN_README.md
URL: https://github.com/apache/incubator-mxnet/pull/14952#discussion_r285007960
##
File path: docs/tutorials/mkldnn/MKLDNN_README.md
##
@@ -1,20 +1,20 @@
-
-
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