chrishkchris commented on a change in pull request #468: Distributted module
URL: https://github.com/apache/incubator-singa/pull/468#discussion_r311068821
##
File path: src/api/config.i
##
@@ -0,0 +1,33 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+//
chrishkchris commented on a change in pull request #468: Distributted module
URL: https://github.com/apache/incubator-singa/pull/468#discussion_r311074176
##
File path: src/api/config.i
##
@@ -0,0 +1,33 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+//
chrishkchris commented on a change in pull request #468: Distributted module
URL: https://github.com/apache/incubator-singa/pull/468#discussion_r311056639
##
File path: src/api/config.i
##
@@ -0,0 +1,33 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+//
joddiy commented on issue #498: SINGA-475 add Pow operator
URL: https://github.com/apache/incubator-singa/pull/498#issuecomment-518464766
ready for merge
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chrishkchris commented on a change in pull request #468: Distributted module
URL: https://github.com/apache/incubator-singa/pull/468#discussion_r311068821
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File path: src/api/config.i
##
@@ -0,0 +1,33 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+//
nudles merged pull request #493: SINGA-473 Autograd Trigonometry: Backward Test
URL: https://github.com/apache/incubator-singa/pull/493
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nudles merged pull request #498: SINGA-475 add Pow operator
URL: https://github.com/apache/incubator-singa/pull/498
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nudles merged pull request #494: SINGA-475 add SoftPlus operator
URL: https://github.com/apache/incubator-singa/pull/494
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nudles merged pull request #500: SINGA-478 (Python 3 uses __itruediv__ instead
of __idiv__)
URL: https://github.com/apache/incubator-singa/pull/500
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chrishkchris commented on issue #488: SINGA -475 add Sign operator to singa
URL: https://github.com/apache/incubator-singa/pull/488#issuecomment-519856801
In my opinion:
For the function y=sign(x) , y = 1 when x > 0, y = -1 when x < 0. Therefore,
the derivative is 0 except x = 0.
nudles commented on a change in pull request #488: SINGA -475 add Sign operator
to singa
URL: https://github.com/apache/incubator-singa/pull/488#discussion_r312397599
##
File path: python/singa/autograd.py
##
@@ -1828,3 +1828,21 @@ def backward(self, dy):
def
nudles commented on issue #500: SINGA-478 (Python 3 uses __itruediv__ instead
of __idiv__)
URL: https://github.com/apache/incubator-singa/pull/500#issuecomment-519736627
Should we need to remove `__idiv__` if it is not used by Py3?
nudles edited a comment on issue #500: SINGA-478 (Python 3 uses __itruediv__
instead of __idiv__)
URL: https://github.com/apache/incubator-singa/pull/500#issuecomment-519736627
Should we remove `__idiv__` if it is not used by Py3?
chrishkchris commented on issue #500: SINGA-478 (Python 3 uses __itruediv__
instead of __idiv__)
URL: https://github.com/apache/incubator-singa/pull/500#issuecomment-519749290
Yes, I guess py2 is not used by us anymore for long time (e.g. the new
dockerfile uses Miniconda3 py36 and py37).
chrishkchris edited a comment on issue #500: SINGA-478 (Python 3 uses
__itruediv__ instead of __idiv__)
URL: https://github.com/apache/incubator-singa/pull/500#issuecomment-519749290
Yes, I guess py2 is not used by us anymore for long time (e.g. the new
dockerfile uses Miniconda3 py36 and
nudles merged pull request #492: Make singa use multiple memory pools
URL: https://github.com/apache/incubator-singa/pull/492
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nudles merged pull request #485: SINGA -475 add Sub operator implementation to
singa
URL: https://github.com/apache/incubator-singa/pull/485
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chrishkchris edited a comment on issue #500: SINGA-478 (Python 3 uses
__itruediv__ instead of __idiv__)
URL: https://github.com/apache/incubator-singa/pull/500#issuecomment-519749290
Yes, I guess py2 is not used by us anymore for long time (e.g. the new
dockerfile uses Miniconda3 py36 and
nudles merged pull request #486: SINGA -475 add Sqrt operator to singa
URL: https://github.com/apache/incubator-singa/pull/486
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nudles commented on issue #487: SINGA -475 add Log operator to singa
URL: https://github.com/apache/incubator-singa/pull/487#issuecomment-519785209
there are conflicts..
two solutions:
1. [merge this branch with the latest
chrishkchris commented on issue #488: SINGA -475 add Sign operator to singa
URL: https://github.com/apache/incubator-singa/pull/488#issuecomment-519876368
there are conflicts and there are two solutions (same as what happened in
log operator):
1. merge this branch with the latest
chrishkchris commented on issue #499: SINGA -475 add Div operator
URL: https://github.com/apache/incubator-singa/pull/499#issuecomment-519877683
There are conflicts and there are two solutions (same as what happened in
log operator):
1. merge this branch with the latest master
2.
chrishkchris edited a comment on issue #488: SINGA -475 add Sign operator to
singa
URL: https://github.com/apache/incubator-singa/pull/488#issuecomment-519876368
there are conflicts and there are two solutions (same as what happened in
log operator):
1. merge this branch with the
chrishkchris edited a comment on issue #488: SINGA -475 add Sign operator to
singa
URL: https://github.com/apache/incubator-singa/pull/488#issuecomment-519876368
there are conflicts and there are two solutions (same as what happened in
log operator):
1. merge this branch with the
chrishkchris edited a comment on issue #499: SINGA -475 add Div operator
URL: https://github.com/apache/incubator-singa/pull/499#issuecomment-519877683
There are conflicts and there are two solutions (same as what happened in
log operator):
1. merge this branch with the latest master
chrishkchris edited a comment on issue #488: SINGA -475 add Sign operator to
singa
URL: https://github.com/apache/incubator-singa/pull/488#issuecomment-519856801
In my opinion:
For the function y=sign(x) , y = 1 when x > 0, y = -1 when x < 0. Therefore,
the derivative is 0 except x =
chrishkchris commented on issue #488: SINGA -475 add Sign operator to singa
URL: https://github.com/apache/incubator-singa/pull/488#issuecomment-519866518
This is what tensorflow use:
```cpp
Status SignGrad(const Scope& scope, const Operation& op,
const std::vector&
chrishkchris edited a comment on issue #488: SINGA -475 add Sign operator to
singa
URL: https://github.com/apache/incubator-singa/pull/488#issuecomment-519866518
This is what tensorflow use:
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/cc/gradients/math_grad.cc#L268
chrishkchris edited a comment on issue #488: SINGA -475 add Sign operator to
singa
URL: https://github.com/apache/incubator-singa/pull/488#issuecomment-519866518
This is what tensorflow uses:
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/cc/gradients/math_grad.cc#L268
chrishkchris commented on a change in pull request #488: SINGA -475 add Sign
operator to singa
URL: https://github.com/apache/incubator-singa/pull/488#discussion_r311838195
##
File path: python/singa/autograd.py
##
@@ -1828,3 +1828,18 @@ def backward(self, dy):
def
chrishkchris edited a comment on issue #488: SINGA -475 add Sign operator to
singa
URL: https://github.com/apache/incubator-singa/pull/488#issuecomment-519866518
This is what tensorflow use:
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/cc/gradients/math_grad.cc#L268
chrishkchris commented on issue #487: SINGA -475 add Log operator to singa
URL: https://github.com/apache/incubator-singa/pull/487#issuecomment-519882837
Yes, could pinpom please merge your branch with master branch, or send a new
pr after copying the new codes.
I guess this maybe
chrishkchris edited a comment on issue #488: SINGA -475 add Sign operator to
singa
URL: https://github.com/apache/incubator-singa/pull/488#issuecomment-519866518
This is what tensorflow use:
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/cc/gradients/math_grad.cc#L268
chrishkchris edited a comment on issue #499: SINGA -475 add Div operator
URL: https://github.com/apache/incubator-singa/pull/499#issuecomment-519877683
There are conflicts and there are two solutions (same as what happened in
log operator):
1. merge this branch with the latest master
chrishkchris edited a comment on issue #487: SINGA -475 add Log operator to
singa
URL: https://github.com/apache/incubator-singa/pull/487#issuecomment-519882837
Yes, could pinpom please merge your branch with latest master branch, or
send a new pr after copying the new codes.
I
chrishkchris edited a comment on issue #499: SINGA -475 add Div operator
URL: https://github.com/apache/incubator-singa/pull/499#issuecomment-519877683
There are conflicts and there are two solutions (same as what happened in
log operator):
1. merge this branch with the latest master
chrishkchris commented on a change in pull request #468: Distributted module
URL: https://github.com/apache/incubator-singa/pull/468#discussion_r309709702
##
File path: src/api/config.i
##
@@ -0,0 +1,33 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+//
ShichengChen opened a new pull request #496: Mean
URL: https://github.com/apache/incubator-singa/pull/496
Implement ONNX Operators following
https://github.com/onnx/onnx/blob/master/docs/Operators.md
This is an automated
joddiy commented on a change in pull request #484: SINGA -475 add Div operator
implementation to singa
URL: https://github.com/apache/incubator-singa/pull/484#discussion_r309663843
##
File path: test/python/test_operation.py
##
@@ -322,6 +322,21 @@ def
joddiy commented on a change in pull request #484: SINGA -475 add Div operator
implementation to singa
URL: https://github.com/apache/incubator-singa/pull/484#discussion_r309663270
##
File path: python/singa/autograd.py
##
@@ -1787,6 +1787,22 @@ def abs(a):
return
joddiy commented on issue #491: SINGA-474 less operator
URL: https://github.com/apache/incubator-singa/pull/491#issuecomment-517262483
I'm not very sure whether logical operators should have gradients. please
refer to
joddiy commented on issue #490: SINGA-474 equal operator
URL: https://github.com/apache/incubator-singa/pull/490#issuecomment-517262568
I'm not very sure whether logical operators should have gradients. please
refer to
joddiy commented on issue #481: SINGA-474 greater operator
URL: https://github.com/apache/incubator-singa/pull/481#issuecomment-517262583
I'm not very sure whether logical operators should have gradients. please
refer to
joddiy commented on a change in pull request #482: SINGA-474 hardsigmoid
operator
URL: https://github.com/apache/incubator-singa/pull/482#discussion_r309685974
##
File path: python/singa/autograd.py
##
@@ -358,6 +358,51 @@ def relu(x):
return ReLU()(x)[0]
+class
joddiy commented on a change in pull request #482: SINGA-474 hardsigmoid
operator
URL: https://github.com/apache/incubator-singa/pull/482#discussion_r309671456
##
File path: python/singa/autograd.py
##
@@ -358,6 +358,51 @@ def relu(x):
return ReLU()(x)[0]
+class
joddiy commented on a change in pull request #487: SINGA -475 add Log operator
to singa
URL: https://github.com/apache/incubator-singa/pull/487#discussion_r309652140
##
File path: test/python/test_operation.py
##
@@ -610,6 +610,18 @@ def test_Atanh_gpu(self):
joddiy commented on a change in pull request #485: SINGA -475 add Sub operator
implementation to singa
URL: https://github.com/apache/incubator-singa/pull/485#discussion_r309661987
##
File path: test/python/test_operation.py
##
@@ -322,6 +322,21 @@ def
joddiy commented on a change in pull request #483: SINGA-474 identity operator
URL: https://github.com/apache/incubator-singa/pull/483#discussion_r309664724
##
File path: test/python/test_operation.py
##
@@ -322,6 +322,27 @@ def test_LeakyRelu(self):
joddiy commented on a change in pull request #483: SINGA-474 identity operator
URL: https://github.com/apache/incubator-singa/pull/483#discussion_r309664758
##
File path: test/python/test_operation.py
##
@@ -322,6 +322,27 @@ def test_LeakyRelu(self):
joddiy commented on a change in pull request #482: SINGA-474 hardsigmoid
operator
URL: https://github.com/apache/incubator-singa/pull/482#discussion_r309685974
##
File path: python/singa/autograd.py
##
@@ -358,6 +358,51 @@ def relu(x):
return ReLU()(x)[0]
+class
joddiy commented on a change in pull request #480: SINGA-474 ELU operator
URL: https://github.com/apache/incubator-singa/pull/480#discussion_r309704143
##
File path: test/python/test_operation.py
##
@@ -322,6 +336,34 @@ def test_LeakyRelu(self):
joddiy commented on a change in pull request #480: SINGA-474 ELU operator
URL: https://github.com/apache/incubator-singa/pull/480#discussion_r309687031
##
File path: python/singa/autograd.py
##
@@ -358,6 +358,48 @@ def relu(x):
return ReLU()(x)[0]
+class
joddiy commented on a change in pull request #480: SINGA-474 ELU operator
URL: https://github.com/apache/incubator-singa/pull/480#discussion_r309702428
##
File path: python/singa/autograd.py
##
@@ -358,6 +358,48 @@ def relu(x):
return ReLU()(x)[0]
+class
joddiy commented on a change in pull request #480: SINGA-474 ELU operator
URL: https://github.com/apache/incubator-singa/pull/480#discussion_r309702428
##
File path: python/singa/autograd.py
##
@@ -358,6 +358,48 @@ def relu(x):
return ReLU()(x)[0]
+class
joddiy commented on a change in pull request #480: SINGA-474 ELU operator
URL: https://github.com/apache/incubator-singa/pull/480#discussion_r309766405
##
File path: python/singa/autograd.py
##
@@ -358,6 +358,48 @@ def relu(x):
return ReLU()(x)[0]
+class
joddiy commented on a change in pull request #480: SINGA-474 ELU operator
URL: https://github.com/apache/incubator-singa/pull/480#discussion_r309766714
##
File path: python/singa/autograd.py
##
@@ -358,6 +358,48 @@ def relu(x):
return ReLU()(x)[0]
+class
joddiy commented on a change in pull request #480: SINGA-474 ELU operator
URL: https://github.com/apache/incubator-singa/pull/480#discussion_r309704143
##
File path: test/python/test_operation.py
##
@@ -322,6 +336,34 @@ def test_LeakyRelu(self):
joddiy commented on a change in pull request #489: SINGA-474 selu operator
URL: https://github.com/apache/incubator-singa/pull/489#discussion_r309771204
##
File path: python/singa/autograd.py
##
@@ -357,6 +357,52 @@ def backward(self, dy):
def relu(x):
return
joddiy commented on a change in pull request #480: SINGA-474 ELU operator
URL: https://github.com/apache/incubator-singa/pull/480#discussion_r309687031
##
File path: python/singa/autograd.py
##
@@ -358,6 +358,48 @@ def relu(x):
return ReLU()(x)[0]
+class
chrishkchris opened a new pull request #500: SINGA-478 (Python 3 uses
__itruediv__ instead of __idiv__)
URL: https://github.com/apache/incubator-singa/pull/500
We need to add `__itruediv__` for python 3 in tensor.py because the
original `__idiv__` is not supported by python 3 anymore.
dcslin opened a new pull request #477: used shared module to manage device
creation to avoid singleton error
URL: https://github.com/apache/incubator-singa/pull/477
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chrishkchris commented on a change in pull request #468: Distributted module
URL: https://github.com/apache/incubator-singa/pull/468#discussion_r305247134
##
File path: src/api/config.i
##
@@ -0,0 +1,33 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+//
chrishkchris opened a new pull request #478: Singa 473 (Implement ONNX
Operators in Autograd: Trigonometry functions)
URL: https://github.com/apache/incubator-singa/pull/478
This PR corresponds to JIRA ticket SINGA-473 (Implement ONNX Operators in
Autograd: Trigonometry functions).
chrishkchris commented on issue #478: SINGA-473 (Implement ONNX Operators in
Autograd: Trigonometry functions)
URL: https://github.com/apache/incubator-singa/pull/478#issuecomment-515286829
The test in my ncre docker development environment:
chrishkchris edited a comment on issue #478: SINGA-473 (Implement ONNX
Operators in Autograd: Trigonometry functions)
URL: https://github.com/apache/incubator-singa/pull/478#issuecomment-515286829
The test in my ncrf docker development environment:
nudles merged pull request #477: used shared module to manage device creation
to avoid singleton error
URL: https://github.com/apache/incubator-singa/pull/477
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nudles merged pull request #533: fixed operation add assertion for convolution
URL: https://github.com/apache/incubator-singa/pull/533
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nudles merged pull request #535: SINGA-490 Optimize performance of stochastic
gradient descent (SGD)
URL: https://github.com/apache/incubator-singa/pull/535
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dcslin commented on issue #533: fixed operation add assertion for convolution
URL: https://github.com/apache/incubator-singa/pull/533#issuecomment-533383280
Hi @nudles , this is ready for merge.
thanks to @chrishkchris
nudles merged pull request #529: SINGA-484 Code analysis with LGTM
URL: https://github.com/apache/incubator-singa/pull/529
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moazreyad commented on issue #536: SINGA-491 Code Cleaning with the Reference
of LGTM Analysis Result
URL: https://github.com/apache/incubator-singa/pull/536#issuecomment-533497942
Thank you.
In future we should not accept only the compile output alone, we should also
run the unit
dcslin opened a new pull request #538: add Cudnn mode as optional param to
batch norm and softmax
URL: https://github.com/apache/incubator-singa/pull/538
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nudles merged pull request #537: SINGA-488 Change the path of source code for CI
URL: https://github.com/apache/incubator-singa/pull/537
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nudles merged pull request #539: SINGA-491 Python Code Cleaning
URL: https://github.com/apache/incubator-singa/pull/539
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dcslin opened a new pull request #540: added softmax with axis
URL: https://github.com/apache/incubator-singa/pull/540
splitting https://github.com/apache/incubator-singa/pull/538 into two parts,
this PR is for softmax with axis, which is compatible to onnx api
chrishkchris opened a new pull request #536: SINGA-491 Code Cleaning with the
Reference of LGTM Analysis Result
URL: https://github.com/apache/incubator-singa/pull/536
Since LGTM has been applied for our code analysis (see SINGA-484), I have
cleaned up many of the obvious issues alerted
chrishkchris opened a new pull request #539: SINGA-491 Python Code Cleaning
URL: https://github.com/apache/incubator-singa/pull/539
Only Python code is cleaned at this time that is likely to remove around
hundred alerts in python code.
Since there are lots of changes in the folders
dcslin opened a new pull request #471: SINGA-463
URL: https://github.com/apache/incubator-singa/pull/471
fixed bugs for python test operation abs, exp, leakyrelu ref. SINGA-463
related: SINGA-425 https://github.com/apache/incubator-singa/pull/435
sjs253 opened a new pull request #473: SINGA-466 Centos7 Installation
instructions
URL: https://github.com/apache/incubator-singa/pull/473
Instructions for Centos7 SINGA installation added to the Installation.md
file.
This
dcslin opened a new pull request #476: fixed python test_loss
URL: https://github.com/apache/incubator-singa/pull/476
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dcslin opened a new pull request #548: DNNL(upgrade of MKLDNN) integration and
add softmax
URL: https://github.com/apache/incubator-singa/pull/548
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chrishkchris commented on issue #536: SINGA-491 Code Cleaning with the
Reference of LGTM Analysis Result
URL: https://github.com/apache/incubator-singa/pull/536#issuecomment-533585944
Thanks so much for your comments. It is a great idea concerning the CI.
nudles merged pull request #536: SINGA-491 Code Cleaning with the Reference of
LGTM Analysis Result
URL: https://github.com/apache/incubator-singa/pull/536
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nudles merged pull request #528: SINGA 475 - add logical operator: and, or,
xor, not & negative, reciprocal
URL: https://github.com/apache/incubator-singa/pull/528
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chrishkchris opened a new pull request #537: SINGA-488 Change the path of
source code for CI
URL: https://github.com/apache/incubator-singa/pull/537
This will fix the issue in "SINGA-488 Travis CI always build from Apache
master branch"
dcslin commented on issue #514: SINGA-482 tc comprehension integration
URL: https://github.com/apache/incubator-singa/pull/514#issuecomment-534047644
Integration is done except support CPU.
CPU support development is done, however the behavior was not expected even
in clean TC env.
dcslin commented on issue #540: added softmax with axis
URL: https://github.com/apache/incubator-singa/pull/540#issuecomment-538955169
> still has some problems, the output of multiple dimension inputs is not
correct.
> please check:
>
> ```
> x_0 = np.array([[0, 1, 2, 3],
joddiy commented on issue #540: added softmax with axis
URL: https://github.com/apache/incubator-singa/pull/540#issuecomment-538984488
> > still has some problems, the output of multiple dimension inputs is not
correct.
> > please check:
> > ```
> > x_0 = np.array([[0, 1, 2, 3],
joddiy opened a new pull request #545: SINGA-494 Singa autograd improvement
URL: https://github.com/apache/incubator-singa/pull/545
## Background: some autograd ops cannot satisfy the onnx demand, as
following:
### conv, averagepool, maxpool
- only support 2d input, i.e,
dcslin commented on issue #541: added 4d test on batchnorm
URL: https://github.com/apache/incubator-singa/pull/541#issuecomment-539449929
HI @joddiy , could you please help to review this test on batchnorm value?
which also showing that the required params/output by ONNX are given.
nudles merged pull request #1: SINGA-493 Update SINGA website
URL: https://github.com/apache/incubator-singa-site/pull/1
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nudles merged pull request #546: SINGA-491 Remaining LGTM Python Code Cleaning
URL: https://github.com/apache/incubator-singa/pull/546
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dcslin closed pull request #538: [WIP] add Cudnn mode as optional param to
batch norm and softmax
URL: https://github.com/apache/incubator-singa/pull/538
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dcslin commented on issue #538: [WIP] add Cudnn mode as optional param to batch
norm and softmax
URL: https://github.com/apache/incubator-singa/pull/538#issuecomment-540511768
split to https://github.com/apache/incubator-singa/pull/540 and
joddiy commented on issue #540: added softmax with axis
URL: https://github.com/apache/incubator-singa/pull/540#issuecomment-540567614
ready to merge
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joddiy edited a comment on issue #541: added 4d test on batchnorm
URL: https://github.com/apache/incubator-singa/pull/541#issuecomment-540600410
hi, shicong, the result still has a little error, please check with the
following case:
```
def _batchnorm_test_mode(x, s, bias, mean, var,
joddiy commented on issue #541: added 4d test on batchnorm
URL: https://github.com/apache/incubator-singa/pull/541#issuecomment-540600410
hi, shicong, the result still has a little error, please check with the
following case:
```
def _batchnorm_test_mode(x, s, bias, mean,
chrishkchris opened a new pull request #547: SINGA-493 Add an additional build
path
URL: https://github.com/apache/incubator-singa/pull/547
Add an webpage build path in build.sh
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dcslin edited a comment on issue #541: added 4d test on batchnorm
URL: https://github.com/apache/incubator-singa/pull/541#issuecomment-540867039
HI @joddiy , could you share how did you call singa api? the test you
mentioned is tested in here
dcslin commented on issue #541: added 4d test on batchnorm
URL: https://github.com/apache/incubator-singa/pull/541#issuecomment-540867039
HI @joddiy , could you share how did you call singa api? the test you
mentioned is tested in here
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