leezu commented on issue #10768: Use numpy in RandomSampler
URL: https://github.com/apache/incubator-mxnet/pull/10768#issuecomment-386511294
@asitstands above timings where taken with an array size of 12525568. I have
tried again with size 4 and get the following:
```
In [3]:
szha commented on issue #10804: Use depthwise convolution(group convolution) by
cuDNNv7 if available
URL: https://github.com/apache/incubator-mxnet/pull/10804#issuecomment-386508424
@kice would you list some comparison on the speed and memory usage? also,
does cudnn api have any
lionel92 opened a new issue #10807: Asnumpy() error with gluon dense under both
GPU/CPU/MKLDNN environment
URL: https://github.com/apache/incubator-mxnet/issues/10807
## Description
I try to use gluon API to test mkldnn while an error occurs when do
asnumpy() operation after the
diyang commented on issue #10805: SKIP RNN is incorrect in LSTnet
URL:
https://github.com/apache/incubator-mxnet/issues/10805#issuecomment-386503905
`stacked_rnn_cells = mx.rnn.SequentialRNNCell()
for i, recurrent_cell in enumerate(skipcells):
stacked_rnn_cells.add(recurrent_cell)
diyang commented on issue #10805: SKIP RNN is incorrect in LSTnet
URL:
https://github.com/apache/incubator-mxnet/issues/10805#issuecomment-386503905
`stacked_rnn_cells = mx.rnn.SequentialRNNCell()
for i, recurrent_cell in enumerate(skipcells):
stacked_rnn_cells.add(recurrent_cell)
eric-haibin-lin opened a new pull request #10806: hide kvstore api from api
index
URL: https://github.com/apache/incubator-mxnet/pull/10806
## Description ##
The kvstore in MXNet is implemented with lots of assumption and is dangerous
to expose the API to users. We should consider
sl1pkn07 commented on issue #10558: NNVM build failed in the newst mxnet version
URL:
https://github.com/apache/incubator-mxnet/issues/10558#issuecomment-386503287
I can try build another gcc version. But need time to prepare the environment
lightingghost commented on issue #10220: Check failed:
!ndinputs.back()->is_none()
URL:
https://github.com/apache/incubator-mxnet/issues/10220#issuecomment-375840105
Here is a minimum sample to reproduce this error
```python
import mxnet as nd
from mxnet import nd, sym,
altosaar commented on issue #10781: Gluon HybridBlock: how to use functions
outside of class and still hybridize?
URL:
https://github.com/apache/incubator-mxnet/issues/10781#issuecomment-386501819
Sweet, thanks!
This is an
altosaar closed issue #10781: Gluon HybridBlock: how to use functions outside
of class and still hybridize?
URL: https://github.com/apache/incubator-mxnet/issues/10781
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diyang opened a new issue #10805: SKIP RNN is incorrect in LSTnet
URL: https://github.com/apache/incubator-mxnet/issues/10805
Thanks for your example and source code, it helps me a lot to develop my own
LSTnet.
However, I have noticed that there are some flaws in the implementation of
nihui commented on issue #10804: Use depthwise convolution(group convolution)
by cuDNNv7 if available
URL: https://github.com/apache/incubator-mxnet/pull/10804#issuecomment-386499524
how about the speed improvment over mxnet native implementation ?
kice opened a new pull request #10804: Use depthwise convolution(group
convolution) by cuDNNv7 if available
URL: https://github.com/apache/incubator-mxnet/pull/10804
## Description ##
Use group convolution by cuDNNv7 to improve GPU memory usage. This commit is
base on
threeleafzerg commented on issue #10696: [MXNET-366]Extend MXNet Distributed
Training by MPI AllReduce
URL: https://github.com/apache/incubator-mxnet/pull/10696#issuecomment-386497664
@rahul003 For mpich, if you directly install ubuntu package of mpich, it's
header file and lib file is
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new 3c7afcc [MXNET-367] update mkldnn
marcoabreu closed pull request #10736: [MXNET-367] update mkldnn to v0.14 and
disable building test examples
URL: https://github.com/apache/incubator-mxnet/pull/10736
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nihui commented on issue #10726: Fix for cpp examples in mxnet/cpp-package.
URL: https://github.com/apache/incubator-mxnet/pull/10726#issuecomment-386497173
hi
I wonder why the change apply MNISTIter for alexnet googlenet inception_bn
resnet, which should use ImageRecordIter anyway.
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new 7395be8 Fix row_sparse_pull with
eric-haibin-lin closed pull request #10772: Fix row_sparse_pull with single gpu
URL: https://github.com/apache/incubator-mxnet/pull/10772
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rahul003 commented on issue #10558: NNVM build failed in the newst mxnet version
URL:
https://github.com/apache/incubator-mxnet/issues/10558#issuecomment-386495940
Hi @sl1pkn07, I realized this could have nothing to do with USE_F16C. The
same failure exists on code from Nov 2017 with
rahul003 commented on issue #10558: NNVM build failed in the newst mxnet version
URL:
https://github.com/apache/incubator-mxnet/issues/10558#issuecomment-386495940
Hi I realized this has nothing to do with USE_F16C. The same failure exists
on code from Nov 2017 with gcc5.5. Similar
nihui opened a new pull request #10803: remove unused rotateM_
URL: https://github.com/apache/incubator-mxnet/pull/10803
## Description ##
the actual rotate param is allocated on demand, the rotateM_ member is
useless
remove it
## Checklist ##
### Essentials ###
- [ ]
mangos47 commented on issue #10791: Unable to install mxnet in R 3.5.0
URL:
https://github.com/apache/incubator-mxnet/issues/10791#issuecomment-386492201
I too am having difficulty installing mxnet r package after updating to R
3.5.0.
The error is that it cannot download the package
kice commented on issue #7393: add depthwise convolution's gpu version
optimization
URL: https://github.com/apache/incubator-mxnet/pull/7393#issuecomment-386489332
Did someone do some tests the depthwise conv of cudnn v7 on Pascal GPU? I
think we can get some performance improvement on
wkcn opened a new pull request #10802: fix the formula for LRN operator
URL: https://github.com/apache/incubator-mxnet/pull/10802
## Description ##
Fix the formula for LRN operator
## Testing Code
```python
import numpy as np
import mxnet as mx
N, C, H, W =
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new 498ee5a Bump the publish
threeleafzerg commented on issue #10696: [MXNET-366]Extend MXNet Distributed
Training by MPI AllReduce
URL: https://github.com/apache/incubator-mxnet/pull/10696#issuecomment-386484809
@rahul003
The build instruction is as follows:
USE_DIST_KVSTORE = 1
USE_MPI_DIST_KVSTORE = 1
threeleafzerg commented on issue #10696: [MXNET-366]Extend MXNet Distributed
Training by MPI AllReduce
URL: https://github.com/apache/incubator-mxnet/pull/10696#issuecomment-386487375
@rahul003 Local Batch Size: 64 means every node's batch size is 64 so global
batch size is 64 * 8 = 512.
threeleafzerg commented on issue #10696: [MXNET-366]Extend MXNet Distributed
Training by MPI AllReduce
URL: https://github.com/apache/incubator-mxnet/pull/10696#issuecomment-386484809
@rahul003
The build instruction is in the design doc.
USE_DIST_KVSTORE = 1
USE_MPI_DIST_KVSTORE
threeleafzerg commented on issue #10696: [MXNET-366]Extend MXNet Distributed
Training by MPI AllReduce
URL: https://github.com/apache/incubator-mxnet/pull/10696#issuecomment-386484809
@rahul003
The build instruction is in the design doc.
USE_DIST_KVSTORE = 1
USE_MPI_DIST_KVSTORE
threeleafzerg commented on issue #10696: [MXNET-366]Extend MXNet Distributed
Training by MPI AllReduce
URL: https://github.com/apache/incubator-mxnet/pull/10696#issuecomment-386484809
@rahul003
The build instruction is in the design doc.
USE_DIST_KVSTORE = 1
USE_MPI_DIST_KVSTORE
TaoLv commented on issue #10773: specify common arch for mkldnn build, so it
can be reused on all arch
URL: https://github.com/apache/incubator-mxnet/pull/10773#issuecomment-386484645
@szha Just to add, I greped in mxnet project and found there is a flag
`USE_SSE`. Not sure about the
roywei commented on issue #10788: Start a process for training. The training
get stuck
URL:
https://github.com/apache/incubator-mxnet/issues/10788#issuecomment-386478639
@huyangc Using the mnist example in a process is working fine, could you
provide more detailed information? Like
ashokei commented on issue #10591: [MXNET-365] handle inplace in mkldnn
FallBackCompute
URL: https://github.com/apache/incubator-mxnet/pull/10591#issuecomment-386476616
@piiswrong ping...
This is an automated message from
ashokei commented on a change in pull request #10736: [MXNET-367] update mkldnn
to v0.14 and disable building test examples
URL: https://github.com/apache/incubator-mxnet/pull/10736#discussion_r185970854
##
File path: ci/docker/install/ubuntu_mklml.sh
##
@@ -21,5 +21,5 @@
xu2011 commented on issue #10793: dataloader load custom dataset error
URL:
https://github.com/apache/incubator-mxnet/issues/10793#issuecomment-386476409
problem resolved, thank you
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chinakook commented on issue #10799: Feature Request for
SoftmaxCrossEntropyLoss with Ignore labels
URL:
https://github.com/apache/incubator-mxnet/issues/10799#issuecomment-386476504
F.SoftmaxOutput is a solution but without weighting
xu2011 closed issue #10793: dataloader load custom dataset error
URL: https://github.com/apache/incubator-mxnet/issues/10793
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roywei commented on issue #10776: make clean USE_MKLDNN=1 triggers MKLDNN build
URL:
https://github.com/apache/incubator-mxnet/issues/10776#issuecomment-386475800
@sandeep-krishnamurthy could you help to add label Build? Thanks
roywei commented on issue #10784: Flaky memory error
URL:
https://github.com/apache/incubator-mxnet/issues/10784#issuecomment-386475600
@reminisce could you help to add label Build? Thanks
This is an automated message from
roywei commented on issue #10778: Make android error
URL:
https://github.com/apache/incubator-mxnet/issues/10778#issuecomment-386475700
@sandeep-krishnamurthy could you help to add label installation/build?
Thanks!
This
roywei commented on issue #10782: Multiple calls to mx.sym.Variable with same
name: Dangerous / unexpected behavior?
URL:
https://github.com/apache/incubator-mxnet/issues/10782#issuecomment-386475435
@julian90 using the same name is not recommended, please refer to #9890 and
#2036.
roywei commented on issue #10781: Gluon HybridBlock: how to use functions
outside of class and still hybridize?
URL:
https://github.com/apache/incubator-mxnet/issues/10781#issuecomment-386474928
@reminisce could you help to add label Gluon? Thanks
roywei commented on issue #10786: Feature request: square op for row_sparse and
sum op with keepdims
URL:
https://github.com/apache/incubator-mxnet/issues/10786#issuecomment-386474759
@eric-haibin-lin could you help to add label feature request and sparse?
Thanks!
roywei commented on issue #10789: Reshape of input array when the shape is
available only at runtime is not possible
URL:
https://github.com/apache/incubator-mxnet/issues/10789#issuecomment-386473739
Can we make this a feature request and add the label? Thanks!
roywei commented on issue #10791: Unable to install mxnet in R 3.5.0
URL:
https://github.com/apache/incubator-mxnet/issues/10791#issuecomment-386473578
@nswamy Could you help to add label R and installation? Thanks!
This is
roywei commented on issue #10793: dataloader load custom dataset error
URL:
https://github.com/apache/incubator-mxnet/issues/10793#issuecomment-386473397
@xu2011 Please refer to [default batchify
roywei commented on issue #10801: CMake ignores USE_MKLDNN flag for
1.2.0.RC[0-2] releases
URL:
https://github.com/apache/incubator-mxnet/issues/10801#issuecomment-386472316
@anirudh2290 could you add relevant labels (installation/build/MKL) to keep
track? Thanks
roywei commented on issue #10799: Feature Request for SoftmaxCrossEntropyLoss
with Ignore labels
URL:
https://github.com/apache/incubator-mxnet/issues/10799#issuecomment-386472798
@nswamy could you help to add label feature request, performance? Thanks
roywei commented on issue #10801: CMake ignores USE_MKLDNN flag for
1.2.0.RC[0-2] releases
URL:
https://github.com/apache/incubator-mxnet/issues/10801#issuecomment-386472316
@anirudh2290 could you add relevant labels (build/MKL) to keep track?
Thanks
ShownX commented on issue #10781: Gluon HybridBlock: how to use functions
outside of class and still hybridize?
URL:
https://github.com/apache/incubator-mxnet/issues/10781#issuecomment-386458890
Define another class inherit the ```hybridizeBlock``` and put the function
in the
anirudh2290 opened a new issue #10801: CMake ignores USE_MKLDNN flag for
1.2.0.RC[0-2] releases
URL: https://github.com/apache/incubator-mxnet/issues/10801
CMake ignores the `USE_MKLDNN` flag for 1.2.RC2 release. This has been fixed
in the master as part of #10731. To workaround the issue
eric-haibin-lin commented on issue #9686: APIs that might be a good idea to
break in 2.0
URL:
https://github.com/apache/incubator-mxnet/issues/9686#issuecomment-386451698
kvstore should not be public API
This is an
zhreshold commented on issue #10794: fix topk nms in multibox_detection operator
URL: https://github.com/apache/incubator-mxnet/pull/10794#issuecomment-386451296
The CI failed with unrelated error. Can you rebase against master and push
again? @arcadiaphy
piiswrong opened a new pull request #10800: Update index.md
URL: https://github.com/apache/incubator-mxnet/pull/10800
## Description ##
(Brief description on what this PR is about)
## Checklist ##
### Essentials ###
Please feel free to remove inapplicable items for your PR.
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in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git
commit 0d1927cd915eb91d99c56cf67915d22a2343a62b
Author: Eric Junyuan Xie
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jxie pushed a change to branch piiswrong-patch-2
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at 0d1927c Update index.md
This branch includes the following new commits:
new 0d1927c
piiswrong commented on issue #10793: dataloader load custom dataset error
URL:
https://github.com/apache/incubator-mxnet/issues/10793#issuecomment-386448613
DataLoader doesn't know how to convert raw bytes to batches. you need to
provide a custom batchify_fn.
rahul003 commented on issue #10696: [MXNET-366]Extend MXNet Distributed
Training by MPI AllReduce
URL: https://github.com/apache/incubator-mxnet/pull/10696#issuecomment-38644
I installed MPI with `sudo apt-get install mpich` on ubuntu and gave
MPIROOT as /usr/local/bin/mpi . Build
szha closed pull request #10622: [MXNET-341] Added General Info to API Docs for
Python and Gluon
URL: https://github.com/apache/incubator-mxnet/pull/10622
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the sake of
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The following commit(s) were added to refs/heads/master by this push:
new 4e68b3b Added more information to
aaronmarkham commented on issue #10622: [MXNET-341] Added General Info to API
Docs for Python and Gluon
URL: https://github.com/apache/incubator-mxnet/pull/10622#issuecomment-386410687
I can't... maybe @szha or @eric-haibin-lin can.
rahul003 commented on issue #10696: [MXNET-366]Extend MXNet Distributed
Training by MPI AllReduce
URL: https://github.com/apache/incubator-mxnet/pull/10696#issuecomment-386407788
@threeleafzerg Could you share instructions for building this, and add this
as a step to the CI to verify the
zhanghang1989 opened a new issue #10799: Feature Request for
SoftmaxCrossEntropyLoss with Ignore labels
URL: https://github.com/apache/incubator-mxnet/issues/10799
Although we can implement this using existing operators, but current
implementation is not efficient and very memory
rahul003 commented on issue #10696: [MXNET-366]Extend MXNet Distributed
Training by MPI AllReduce
URL: https://github.com/apache/incubator-mxnet/pull/10696#issuecomment-386408856
About the numbers above 'Local Batch Size: 64' refers to 64 across many
GPUs? Can you run a benchmark with
rahul003 commented on issue #10696: [MXNET-366]Extend MXNet Distributed
Training by MPI AllReduce
URL: https://github.com/apache/incubator-mxnet/pull/10696#issuecomment-386408856
About the numbers above 'Local Batch Size: 64' refers to 64 across many
GPUs? Can you run a benchmark with
rahul003 commented on issue #10696: [MXNET-366]Extend MXNet Distributed
Training by MPI AllReduce
URL: https://github.com/apache/incubator-mxnet/pull/10696#issuecomment-386407788
@threeleafzerg Could you share instructions for building this, and add this
as a step to the CI to verify the
marcoabreu commented on a change in pull request #10797: Better cleaning of git
repo, signal handlers
URL: https://github.com/apache/incubator-mxnet/pull/10797#discussion_r185907848
##
File path: ci/docker/runtime_functions.sh
##
@@ -353,7 +369,18 @@ sanity_check() {
}
marcoabreu commented on a change in pull request #10736: [MXNET-367] update
mkldnn to v0.14 and disable building test examples
URL: https://github.com/apache/incubator-mxnet/pull/10736#discussion_r185906646
##
File path: ci/docker/install/ubuntu_mklml.sh
##
@@ -21,5 +21,5
marcoabreu commented on a change in pull request #10736: [MXNET-367] update
mkldnn to v0.14 and disable building test examples
URL: https://github.com/apache/incubator-mxnet/pull/10736#discussion_r185906485
##
File path: ci/docker/install/ubuntu_mklml.sh
##
@@ -21,5 +21,5
sandeep-krishnamurthy closed issue #10187: OpenCV 3.3.1 undefined reference to
compiler CXX_3.4.21
URL: https://github.com/apache/incubator-mxnet/issues/10187
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lanking520 commented on a change in pull request #10660: [MXNET-357] New Scala
API Design (Symbol)
URL: https://github.com/apache/incubator-mxnet/pull/10660#discussion_r185900243
##
File path:
scala-package/macros/src/main/scala/org/apache/mxnet/SymbolMacro.scala
##
@@
marcoabreu closed pull request #10798: Revert "update the performance page of
MXNet."
URL: https://github.com/apache/incubator-mxnet/pull/10798
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marcoabreu commented on issue #10798: Revert "update the performance page of
MXNet."
URL: https://github.com/apache/incubator-mxnet/pull/10798#issuecomment-386390109
I spoke to Steffen and we'll update this after 1.2 has been released
marcoabreu opened a new pull request #10798: Revert "update the performance
page of MXNet."
URL: https://github.com/apache/incubator-mxnet/pull/10798
Reverts apache/incubator-mxnet#10761
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piiswrong commented on issue #10731: Fix a bug in getting MKLDNN memory
URL: https://github.com/apache/incubator-mxnet/pull/10731#issuecomment-386373182
intel people saids generic is ok. I'm going to assume they know what they
are talking about
piiswrong closed pull request #10731: Fix a bug in getting MKLDNN memory
URL: https://github.com/apache/incubator-mxnet/pull/10731
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haojin2 commented on a change in pull request #10533: [MXNET-314] Support
Integer Type parsing in CSVIter
URL: https://github.com/apache/incubator-mxnet/pull/10533#discussion_r185878246
##
File path: src/io/iter_csv.cc
##
@@ -54,27 +57,90 @@ struct CSVIterParam : public
piiswrong closed pull request #10767: add reverse option to ndarray inplace
reshape
URL: https://github.com/apache/incubator-mxnet/pull/10767
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jxie pushed a commit to branch master
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The following commit(s) were added to refs/heads/master by this push:
new 66b2944 add reverse option to ndarray
piiswrong commented on issue #10795: Op for scaled attention
URL: https://github.com/apache/incubator-mxnet/pull/10795#issuecomment-386361516
I think it's better to have an op like get_shape and do
x = x/mx.sym.get_shape(x)[-1]
thomelane commented on issue #10622: [MXNET-341] Added General Info to API Docs
for Python and Gluon
URL: https://github.com/apache/incubator-mxnet/pull/10622#issuecomment-386352736
@aaronmarkham @indhub can either of you merge this pr?
WellyZhang commented on issue #3432: OSError: /usr/lib/libgdal.so.1: undefined
symbol: sqlite3_column_table_name
URL:
https://github.com/apache/incubator-mxnet/issues/3432#issuecomment-386348874
@cipri-tom Generally, most Anaconda libs should work (some are actually just
links to sys
luoyetx commented on issue #10544: name_scope/prefix doesn't work
URL:
https://github.com/apache/incubator-mxnet/issues/10544#issuecomment-386329043
@Ghostish #10695
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Ghostish commented on issue #10544: name_scope/prefix doesn't work
URL:
https://github.com/apache/incubator-mxnet/issues/10544#issuecomment-386298387
I am facing the same problem. Could you please tell me how to solve it ?
larroy commented on issue #10797: Better cleaning of git repo
URL: https://github.com/apache/incubator-mxnet/pull/10797#issuecomment-386289719
@marcoabreu
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marcoabreu commented on a change in pull request #10731: Fix a bug in getting
MKLDNN memory
URL: https://github.com/apache/incubator-mxnet/pull/10731#discussion_r185789666
##
File path: ci/docker/runtime_functions.sh
##
@@ -313,16 +313,22 @@
pengzhao-intel commented on issue #10696: [MXNET-366]Extend MXNet Distributed
Training by MPI AllReduce
URL: https://github.com/apache/incubator-mxnet/pull/10696#issuecomment-386281938
@mli @rahul003
Could you help take the review for this PR?
larroy opened a new pull request #10797: Better cleaning of git repo
URL: https://github.com/apache/incubator-mxnet/pull/10797
## Description ##
(Brief description on what this PR is about)
## Checklist ##
### Essentials ###
Please feel free to remove inapplicable items for
lx75249 commented on issue #6313: cpp-package: Cannot open include file:
'mxnet-cpp/op.h'
URL:
https://github.com/apache/incubator-mxnet/issues/6313#issuecomment-386258172
@Rangocold Do you have openblas dll registered?
juliusshufan commented on issue #10765: Gluon-based image-classification failed
to run with dummy data on CPU machine when set as "symbolic" mode
URL:
https://github.com/apache/incubator-mxnet/issues/10765#issuecomment-38625
@roywei I tried the PR from @zheng-da
juliusshufan opened a new pull request #10796: Test case improvement for MKLDNN
on Gluon
URL: https://github.com/apache/incubator-mxnet/pull/10796
## Description ##
This PR is a "follow-up" of previously merged
https://github.com/apache/incubator-mxnet/pull/10764
In this PR, we are
Rangocold commented on issue #6313: cpp-package: Cannot open include file:
'mxnet-cpp/op.h'
URL:
https://github.com/apache/incubator-mxnet/issues/6313#issuecomment-386248197
i meet the same problem but my error tip is
7>"Running: OpWrapperGenerator.py
paoloviviani commented on issue #8126: Not able to train a neural network [XOR
added]
URL:
https://github.com/apache/incubator-mxnet/issues/8126#issuecomment-386244730
I'm also experiencing the same problem here, but with LinearRegressionOutput
(even with a single neuron and no
TaoLv commented on issue #10104: [WIP][MXNET-107] Fused RNN implementation for
CPU
URL: https://github.com/apache/incubator-mxnet/pull/10104#issuecomment-386243514
LSTM functionality is done. Reviewers are asking for dropout support for
multi-layer RNN. Will work on that.
wangshuailong commented on issue #7070: AttributeError: 'module' object has no
attribute 'CaffeOp'
URL:
https://github.com/apache/incubator-mxnet/issues/7070#issuecomment-386225588
I had the same problem minutes ago, it turned out that I set the wrong
environment path which was still the
wangshuailong commented on issue #7070: AttributeError: 'module' object has no
attribute 'CaffeOp'
URL:
https://github.com/apache/incubator-mxnet/issues/7070#issuecomment-386225588
I had the same problem minutes ago, it turned out that I set the wrong
environment path which was still the
sxjscience opened a new pull request #10795: Op for scaled attention
URL: https://github.com/apache/incubator-mxnet/pull/10795
## Description ##
Operator for scaled attention
## Checklist ##
### Essentials ###
Please feel free to remove inapplicable items for your PR.
asitstands commented on issue #10768: Use numpy in RandomSampler
URL: https://github.com/apache/incubator-mxnet/pull/10768#issuecomment-386209676
@leezu If possible, could I ask one more test? In my experiments, mxnet's
shuffle outperforms numpy's when array size is large. Would you please
arcadiaphy opened a new pull request #10794: fix topk nms in multibox_detection
operator
URL: https://github.com/apache/incubator-mxnet/pull/10794
## Description ##
This PR fixes a bug in multibox_detection operator. According to operator
documentation, only topk detections are kept
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