315386775 commented on issue #7778: float16 has no performance improvement
URL:
https://github.com/apache/incubator-mxnet/issues/7778#issuecomment-362788373
@hfutxrg I run resnet-v1 but it does have impressive performance improvement
if large --data-nthreads N is used. Actually. The speed
315386775 commented on issue #7778: float16 has no performance improvement
URL:
https://github.com/apache/incubator-mxnet/issues/7778#issuecomment-362234020
@hfutxrg how to use fp16 with the pre-train model. python
/image-classification/fine-tune.py
szha commented on a change in pull request #9671: Exp backoff for downloads.
URL: https://github.com/apache/incubator-mxnet/pull/9671#discussion_r165807962
##
File path: python/mxnet/utils.py
##
@@ -0,0 +1,151 @@
+# Licensed to the Apache Software Foundation (ASF) under
szha closed pull request #7938: instance norm and reflection padding
URL: https://github.com/apache/incubator-mxnet/pull/7938
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new d452162 instance norm and
szha closed pull request #9645: Fix DataBatch.__str__ for cases where we don't
have labels.
URL: https://github.com/apache/incubator-mxnet/pull/9645
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new fe5b56e Fix DataBatch.__str__ for
szha commented on issue #9662: Gluon PReLU, ELU, SELU, Swish
URL: https://github.com/apache/incubator-mxnet/pull/9662#issuecomment-362786409
@piiswrong addressed the infer shape issue. Let me know if you have more
comments.
szha commented on a change in pull request #9662: Gluon PReLU, ELU, SELU, Swish
URL: https://github.com/apache/incubator-mxnet/pull/9662#discussion_r165807578
##
File path: src/operator/leaky_relu-inl.h
##
@@ -177,9 +182,20 @@ class LeakyReLUOp : public Operator {
szha commented on a change in pull request #9662: Gluon PReLU, ELU, SELU, Swish
URL: https://github.com/apache/incubator-mxnet/pull/9662#discussion_r165807547
##
File path: src/operator/leaky_relu-inl.h
##
@@ -177,9 +182,20 @@ class LeakyReLUOp : public Operator {
pengzhao-intel commented on issue #2986: [call for contribution] Improving CPU
performance
URL:
https://github.com/apache/incubator-mxnet/issues/2986#issuecomment-362783687
FYI, MKL-DNN integration is done and will be merged soon in #9677.
You can find the performance data in #8302
piiswrong commented on a change in pull request #9688: bilinear upsample from
PyTorch
URL: https://github.com/apache/incubator-mxnet/pull/9688#discussion_r165806013
##
File path: src/operator/bilinear_upsample.cc
##
@@ -0,0 +1,185 @@
+/*
+ * Licensed to the Apache
piiswrong commented on a change in pull request #9688: bilinear upsample from
PyTorch
URL: https://github.com/apache/incubator-mxnet/pull/9688#discussion_r165805994
##
File path: src/operator/bilinear_upsample.cc
##
@@ -0,0 +1,185 @@
+/*
+ * Licensed to the Apache
piiswrong commented on a change in pull request #9688: bilinear upsample from
PyTorch
URL: https://github.com/apache/incubator-mxnet/pull/9688#discussion_r165805994
##
File path: src/operator/bilinear_upsample.cc
##
@@ -0,0 +1,185 @@
+/*
+ * Licensed to the Apache
piiswrong commented on issue #9688: bilinear upsample from PyTorch
URL: https://github.com/apache/incubator-mxnet/pull/9688#issuecomment-362782532
We prefer a rewrite based on mxnet utilities instead of copy paste if
possible.
The current code doesn't use openmp for cpu
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new ec76003 Fix warning in
piiswrong commented on a change in pull request #9688: bilinear upsample from
PyTorch
URL: https://github.com/apache/incubator-mxnet/pull/9688#discussion_r165805897
##
File path: src/operator/bilinear_upsample-inl.h
##
@@ -0,0 +1,162 @@
+/*
+ * Licensed to the Apache
piiswrong closed pull request #9687: Fix warning in sequence_last-inl.h
URL: https://github.com/apache/incubator-mxnet/pull/9687
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piiswrong commented on a change in pull request #9688: bilinear upsample from
PyTorch
URL: https://github.com/apache/incubator-mxnet/pull/9688#discussion_r165805891
##
File path: src/operator/bilinear_upsample-inl.h
##
@@ -0,0 +1,162 @@
+/*
+ * Licensed to the Apache
piiswrong commented on a change in pull request #9688: bilinear upsample from
PyTorch
URL: https://github.com/apache/incubator-mxnet/pull/9688#discussion_r165805852
##
File path: src/operator/bilinear_upsample-inl.h
##
@@ -0,0 +1,162 @@
+/*
+ * Licensed to the Apache
piiswrong commented on a change in pull request #9688: bilinear upsample from
PyTorch
URL: https://github.com/apache/incubator-mxnet/pull/9688#discussion_r165805825
##
File path: src/operator/bilinear_upsample.cu
##
@@ -0,0 +1,217 @@
+/*
+ * Licensed to the Apache
reminisce commented on issue #9552: [REQUEST FOR REVIEW | DO NOT MERGE] Model
Quantization with Calibration
URL: https://github.com/apache/incubator-mxnet/pull/9552#issuecomment-362779633
@pengzhao-intel I will definitely let you know if there are breaking changes.
For testing
kice opened a new issue #9689: How to use gluon to train GAN network on
multiple GPUs?
URL: https://github.com/apache/incubator-mxnet/issues/9689
I come up with a solution, but it trains discriminator for an epoch and then
uses the same thing to train the generator.
```
def
anirudh2290 closed issue #8699: Temporary workspace for operators can only be
allocated once
URL: https://github.com/apache/incubator-mxnet/issues/8699
This is an automated message from the Apache Git Service.
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pengzhao-intel commented on issue #9552: [REQUEST FOR REVIEW | DO NOT MERGE]
Model Quantization with Calibration
URL: https://github.com/apache/incubator-mxnet/pull/9552#issuecomment-362766471
@reminisce It makes sense. We will submit a new PR for CPU implementation.
If there're big
zhanghang1989 commented on issue #9138: I cannot make mxnet.ndarray.UpSampling
work with bilinear interpolation
URL:
https://github.com/apache/incubator-mxnet/issues/9138#issuecomment-362766186
Thanks @feevos! A new bilinear upsample operator is coming in the PR
zhanghang1989 opened a new pull request #9688: bilinear upsample from PyTorch
URL: https://github.com/apache/incubator-mxnet/pull/9688
## Description ##
Add an operator of bilinear upsample. Also provide a convenient interface
for converting code from PyTorch in `device-tensor.h`.
szha commented on a change in pull request #7938: instance norm and reflection
padding
URL: https://github.com/apache/incubator-mxnet/pull/7938#discussion_r16576
##
File path: python/mxnet/gluon/nn/basic_layers.py
##
@@ -555,8 +553,9 @@ def hybrid_forward(self, F, x,
zhanghang1989 commented on a change in pull request #7938: instance norm and
reflection padding
URL: https://github.com/apache/incubator-mxnet/pull/7938#discussion_r165799668
##
File path: python/mxnet/gluon/nn/basic_layers.py
##
@@ -480,6 +480,88 @@ def __repr__(self):
zhanghang1989 commented on a change in pull request #7938: instance norm and
reflection padding
URL: https://github.com/apache/incubator-mxnet/pull/7938#discussion_r165799668
##
File path: python/mxnet/gluon/nn/basic_layers.py
##
@@ -480,6 +480,88 @@ def __repr__(self):
DickJC123 commented on issue #9674: Fix test_sparse_operator failures due to
out-of-bounds ref.
URL: https://github.com/apache/incubator-mxnet/pull/9674#issuecomment-362760136
To prove that the prior code referenced uninitialized data, substitute the
following 4 lines for the single line
anirudh2290 commented on issue #9674: Fix test_sparse_operator failures due to
out-of-bounds ref.
URL: https://github.com/apache/incubator-mxnet/pull/9674#issuecomment-362753597
@DickJC123 would it be possible for you to provide the reproduction steps
for the issue. I tried to run the
szha commented on issue #8427: Bug: ThreadedEnginePerDevice: speed variation
with mixed Mxnet API and Amalgamation API
URL:
https://github.com/apache/incubator-mxnet/issues/8427#issuecomment-362750470
@apache/mxnet-committers: This issue has been inactive for the past 90 days.
It has no
szha commented on issue #8424: windows binaries
URL:
https://github.com/apache/incubator-mxnet/issues/8424#issuecomment-362750466
@apache/mxnet-committers: This issue has been inactive for the past 90 days.
It has no label and needs triage.
For general "how-to" questions, our
szha commented on issue #8530: Fatal JVM Error due to Exception in
CustomOpProp#inferTypeEntry
URL:
https://github.com/apache/incubator-mxnet/issues/8530#issuecomment-362750469
@apache/mxnet-committers: This issue has been inactive for the past 90 days.
It has no label and needs triage.
anirudh2290 commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165792490
##
File path: src/engine/threaded_engine.cc
##
@@ -391,6 +400,11 @@ void
marcoabreu commented on issue #9552: [REQUEST FOR REVIEW | DO NOT MERGE] Model
Quantization with Calibration
URL: https://github.com/apache/incubator-mxnet/pull/9552#issuecomment-362748394
Feel free to create a new dockerfile that uses a cuda9 based layer as base.
Am 02.02.2018 3:44
chsin commented on issue #9647: Gluon in Core API
URL:
https://github.com/apache/incubator-mxnet/issues/9647#issuecomment-362746458
I would also like more attention on the C/C++ API. Most of the focus has
been on Python, which results in the other supported languages being overlooked
to
reminisce commented on issue #9552: [REQUEST FOR REVIEW | DO NOT MERGE] Model
Quantization with Calibration
URL: https://github.com/apache/incubator-mxnet/pull/9552#issuecomment-362742835
@marcoabreu It looks like the cuDNN version (5.0) is too low for building
quantization
eric-haibin-lin opened a new pull request #9687: Fix warning in
sequence_last-inl.h
URL: https://github.com/apache/incubator-mxnet/pull/9687
Fix a complier warning (unused variable) in `sequence_last-inl.h`
@sbodenstein
eric-haibin-lin commented on issue #9675: Add contrib.compute_accidental_hits
operator for candidate sampling
URL: https://github.com/apache/incubator-mxnet/pull/9675#issuecomment-362741701
Requires https://github.com/dmlc/mshadow/pull/324
anirudh2290 commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165781254
##
File path: src/engine/threaded_engine.h
##
@@ -338,33 +346,46 @@ class ThreadedEngine :
anirudh2290 commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165781254
##
File path: src/engine/threaded_engine.h
##
@@ -338,33 +346,46 @@ class ThreadedEngine :
zhreshold commented on a change in pull request #8582: Yolo2 operator
URL: https://github.com/apache/incubator-mxnet/pull/8582#discussion_r165778720
##
File path: src/operator/contrib/yolo_output-inl.h
##
@@ -0,0 +1,703 @@
+/*
+ * Licensed to the Apache Software Foundation
zhreshold commented on a change in pull request #8582: Yolo2 operator
URL: https://github.com/apache/incubator-mxnet/pull/8582#discussion_r165778530
##
File path: src/operator/contrib/yolo_output-inl.h
##
@@ -0,0 +1,703 @@
+/*
+ * Licensed to the Apache Software Foundation
anirudh2290 commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165775192
##
File path: src/engine/threaded_engine.h
##
@@ -476,6 +507,9 @@ class ThreadedEngine : public
anirudh2290 commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165775147
##
File path: src/storage/gpu_device_storage.h
##
@@ -62,7 +62,7 @@ inline void*
anirudh2290 commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165774874
##
File path: tests/python/unittest/test_exc_handling.py
##
@@ -0,0 +1,112 @@
+# Licensed to the
anirudh2290 commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165774834
##
File path: include/mxnet/engine.h
##
@@ -182,7 +182,7 @@ class MXNET_API Engine {
anirudh2290 commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165774551
##
File path: src/engine/threaded_engine.h
##
@@ -338,33 +346,46 @@ class ThreadedEngine :
anirudh2290 commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165773869
##
File path: src/engine/threaded_engine.h
##
@@ -338,33 +346,46 @@ class ThreadedEngine :
anirudh2290 commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165773582
##
File path: src/engine/threaded_engine.h
##
@@ -175,6 +175,8 @@ class ThreadedVar final
anirudh2290 commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165773086
##
File path: src/engine/threaded_engine.cc
##
@@ -403,7 +417,11 @@ inline void
anirudh2290 commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165772898
##
File path: src/engine/threaded_engine.cc
##
@@ -403,7 +417,11 @@ inline void
anirudh2290 commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165772820
##
File path: src/engine/threaded_engine.cc
##
@@ -391,6 +400,11 @@ void
anirudh2290 commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165772731
##
File path: src/engine/threaded_engine.cc
##
@@ -356,7 +357,11 @@ void
anirudh2290 commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165772677
##
File path: include/mxnet/engine.h
##
@@ -182,7 +182,7 @@ class MXNET_API Engine {
anirudh2290 commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165772505
##
File path: tests/python/unittest/test_exc_handling.py
##
@@ -0,0 +1,112 @@
+# Licensed to the
ShownX commented on issue #9676: [Feature Request] Cross Product Operation
URL:
https://github.com/apache/incubator-mxnet/issues/9676#issuecomment-362717027
Numpy:
https://github.com/numpy/numpy/blob/v1.12.0/numpy/core/numeric.py#L1640-L1838
PyTorch:
szha opened a new issue #9686: APIs that might be a good idea to remove in 2.0
URL: https://github.com/apache/incubator-mxnet/issues/9686
Now that we decided to follow semantic versioning for releases, it would be
a good idea to coordinate features and API changes to make the best use of
chsin commented on issue #9028: How to use the C API to train simple a Softmax
in pure C?
URL:
https://github.com/apache/incubator-mxnet/issues/9028#issuecomment-362707675
No, they're just going to ignore this for 90 days and then close it.
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The following commit(s) were added to refs/heads/master by this push:
new 95095e4 Set the autotune default to
szha closed pull request #9653: Set the autotune default to 1 in docs
URL: https://github.com/apache/incubator-mxnet/pull/9653
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piiswrong commented on issue #9676: [Feature Request] Cross Product Operation
URL:
https://github.com/apache/incubator-mxnet/issues/9676#issuecomment-362682999
Could you give a mathematical description or a reference paper?
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The following commit(s) were added to refs/heads/master by this push:
new 51776aa Fix test_sparse_operator
piiswrong closed pull request #9674: Fix test_sparse_operator failures due to
out-of-bounds ref.
URL: https://github.com/apache/incubator-mxnet/pull/9674
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piiswrong commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165731530
##
File path: src/engine/threaded_engine.h
##
@@ -476,6 +507,9 @@ class ThreadedEngine : public
piiswrong commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165731112
##
File path: src/storage/gpu_device_storage.h
##
@@ -62,7 +62,7 @@ inline void*
piiswrong commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165731019
##
File path: src/storage/cpu_device_storage.h
##
@@ -61,10 +61,10 @@ inline void*
piiswrong commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165730863
##
File path: src/engine/threaded_engine.h
##
@@ -338,33 +346,46 @@ class ThreadedEngine : public
zhanghang1989 commented on a change in pull request #7938: instance norm and
reflection padding
URL: https://github.com/apache/incubator-mxnet/pull/7938#discussion_r165729982
##
File path: python/mxnet/gluon/nn/conv_layers.py
##
@@ -1007,3 +1008,37 @@ def __init__(self,
reminisce commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165574175
##
File path: src/engine/naive_engine.cc
##
@@ -73,7 +73,7 @@ class NaiveEngine final : public
reminisce commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165574204
##
File path: src/engine/naive_engine.cc
##
@@ -125,7 +125,7 @@ class NaiveEngine final : public
reminisce commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165574053
##
File path: include/mxnet/engine.h
##
@@ -182,7 +182,7 @@ class MXNET_API Engine {
reminisce commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165574890
##
File path: tests/python/unittest/test_exc_handling.py
##
@@ -0,0 +1,112 @@
+# Licensed to the
piiswrong commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165728531
##
File path: src/engine/threaded_engine.h
##
@@ -338,33 +346,46 @@ class ThreadedEngine : public
piiswrong commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165728359
##
File path: src/engine/threaded_engine.h
##
@@ -338,33 +346,46 @@ class ThreadedEngine : public
piiswrong commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165727816
##
File path: src/engine/threaded_engine.h
##
@@ -175,6 +175,8 @@ class ThreadedVar final
piiswrong commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165727071
##
File path: src/engine/threaded_engine.cc
##
@@ -403,7 +417,11 @@ inline void
piiswrong commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165727071
##
File path: src/engine/threaded_engine.cc
##
@@ -403,7 +417,11 @@ inline void
piiswrong commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165727071
##
File path: src/engine/threaded_engine.cc
##
@@ -403,7 +417,11 @@ inline void
piiswrong commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165726239
##
File path: src/engine/threaded_engine.cc
##
@@ -403,7 +417,11 @@ inline void
piiswrong commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165726063
##
File path: src/engine/threaded_engine.cc
##
@@ -391,6 +400,11 @@ void
piiswrong commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165726063
##
File path: src/engine/threaded_engine.cc
##
@@ -391,6 +400,11 @@ void
szha commented on a change in pull request #7938: instance norm and reflection
padding
URL: https://github.com/apache/incubator-mxnet/pull/7938#discussion_r165726019
##
File path: python/mxnet/gluon/nn/conv_layers.py
##
@@ -1007,3 +1008,37 @@ def __init__(self,
piiswrong commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165725747
##
File path: src/engine/threaded_engine.cc
##
@@ -356,7 +357,11 @@ void
piiswrong commented on a change in pull request #9681: Better Exception
Handling for Operators
URL: https://github.com/apache/incubator-mxnet/pull/9681#discussion_r165725474
##
File path: include/mxnet/engine.h
##
@@ -182,7 +182,7 @@ class MXNET_API Engine {
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jxie pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git
The following commit(s) were added to refs/heads/master by this push:
new 8ee3177 typo (#9683)
8ee3177 is
piiswrong closed pull request #9683: gluon block.py typo
URL: https://github.com/apache/incubator-mxnet/pull/9683
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eric-haibin-lin commented on issue #9666: [scala-package][master] bump up
project version
URL: https://github.com/apache/incubator-mxnet/pull/9666#issuecomment-362664186
I?m not sure about that. For MXNet it is required.
On 2018?2?1?, at 13:04, Nan Zhu
reminisce commented on issue #9552: [REQUEST FOR REVIEW | DO NOT MERGE] Model
Quantization with Calibration
URL: https://github.com/apache/incubator-mxnet/pull/9552#issuecomment-362662671
@pengzhao-intel Thank you guys for implementing quantized ops for CPU
computing. We look forward to
zhanghang1989 commented on a change in pull request #7938: instance norm and
reflection padding
URL: https://github.com/apache/incubator-mxnet/pull/7938#discussion_r165713203
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File path: python/mxnet/gluon/nn/conv_layers.py
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@@ -1007,3 +1008,37 @@ def __init__(self,
reminisce commented on issue #9552: [REQUEST FOR REVIEW | DO NOT MERGE] Model
Quantization with Calibration
URL: https://github.com/apache/incubator-mxnet/pull/9552#issuecomment-362642270
@KellenSunderland Thank you for the note. I will either cherry pick the PR
or rebased with the master
nswamy commented on issue #9678: [First cut] Scala Inference APIs
URL: https://github.com/apache/incubator-mxnet/pull/9678#issuecomment-362641862
@calumleslie @yizhi @lupesko @jesterhazy
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nswamy commented on issue #9678: [First cut] Scala Inference APIs
URL: https://github.com/apache/incubator-mxnet/pull/9678#issuecomment-362641862
@lupesko please review.
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nswamy commented on issue #9678: [First cut] Scala Inference APIs
URL: https://github.com/apache/incubator-mxnet/pull/9678#issuecomment-362641760
Unit Tests are failing for a requirement(number of dimensions in shape match
the number of elements in layout) I put into the DataDesc. I will
marcoabreu commented on a change in pull request #9684: Enable dp4a for the CI
URL: https://github.com/apache/incubator-mxnet/pull/9684#discussion_r165696114
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File path: tests/ci_build/ci_build.sh
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@@ -176,7 +180,7 @@ ${DOCKER_BINARY} run --rm --pid=host \
-e
larroy opened a new pull request #9685: Script to install on a python
virtualenv for development
URL: https://github.com/apache/incubator-mxnet/pull/9685
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pengzhao-intel commented on a change in pull request #9552: [REQUEST FOR REVIEW
| DO NOT MERGE] Model Quantization with Calibration
URL: https://github.com/apache/incubator-mxnet/pull/9552#discussion_r165646442
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File path: src/operator/quantization/quantized_conv.cc
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KellenSunderland commented on a change in pull request #9671: Exp backoff for
downloads.
URL: https://github.com/apache/incubator-mxnet/pull/9671#discussion_r165642736
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File path: python/mxnet/gluon/utils.py
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@@ -61,13 +52,13 @@ def split_data(data, num_slice,
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