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Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2022/03/04 15:11:23 UTC
[GitHub] [incubator-mxnet] agrabows opened a new pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
agrabows opened a new pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932
## Description ##
Elementwise binary broadcast operators such as add, subtract, multiply, divide in MXNet NumPy module support mixed inputs of float and integer type. Goal of this change is to add support of those operators for bfloat with fp32 and fp64 mixed input cases. Additionally oneDNN will be used when processing fp32 and bfloat cases.
## Checklist ##
### Essentials ###
- [x] PR's title starts with a category (e.g. [BUGFIX], [MODEL], [TUTORIAL], [FEATURE], [DOC], etc)
- [x] Changes are complete (i.e. I finished coding on this PR)
- [x] All changes have test coverage
### Changes ###
- [x] Add support for bfloat16 and float32 through oneDNN primitive and without oneDNN.
- [x] Add support for bfloat16 and float64.
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[GitHub] [incubator-mxnet] agrabows commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
agrabows commented on pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1073635363
@mxnet-bot run ci [unix-cpu, centos-gpu]
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[GitHub] [incubator-mxnet] mxnet-bot commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1080319200
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[GitHub] [incubator-mxnet] mxnet-bot commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1072439286
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[GitHub] [incubator-mxnet] agrabows commented on a change in pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
agrabows commented on a change in pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#discussion_r832261583
##########
File path: src/operator/nn/dnnl/dnnl_binary.cc
##########
@@ -64,12 +64,14 @@ void DNNLBinaryOpFwd::Execute(const std::vector<NDArray>& inputs,
}
bool SupportDNNLBinary(const std::vector<NDArray>& inputs) {
- auto dtype = inputs[0].dtype();
- auto ndim_0 = inputs[0].shape().ndim();
- auto ndim_1 = inputs[1].shape().ndim();
+ auto dtype_0 = inputs[0].dtype();
+ auto dtype_1 = inputs[1].dtype();
+ auto ndim_0 = inputs[0].shape().ndim();
+ auto ndim_1 = inputs[1].shape().ndim();
return ndim_0 >= 1 && ndim_0 <= 6 && ndim_1 >= 1 && ndim_1 <= 6 &&
Review comment:
It will be handled in another PR.
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[GitHub] [incubator-mxnet] bartekkuncer commented on a change in pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
bartekkuncer commented on a change in pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#discussion_r836215319
##########
File path: src/operator/mshadow_op.h
##########
@@ -465,17 +479,19 @@ struct mixed_rpower {
template <typename DType,
typename std::enable_if<std::is_same<DType, mshadow::half::half_t>::value ||
+ std::is_same<DType, mshadow::bfloat::bf16_t>::value ||
Review comment:
Did formatter make it look like this?
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[GitHub] [incubator-mxnet] mxnet-bot commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
mxnet-bot commented on pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1077465892
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[GitHub] [incubator-mxnet] bgawrych merged pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
bgawrych merged pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932
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[GitHub] [incubator-mxnet] agrabows commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
agrabows commented on pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1074971579
@mxnet-bot run ci [centos-gpu]
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[GitHub] [incubator-mxnet] mxnet-bot commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
mxnet-bot commented on pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1061618515
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[GitHub] [incubator-mxnet] mxnet-bot commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1067786934
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[GitHub] [incubator-mxnet] mxnet-bot commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
mxnet-bot commented on pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1075210129
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[GitHub] [incubator-mxnet] agrabows commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
agrabows commented on pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1061768127
@mxnet-bot run ci [unix-gpu]
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[GitHub] [incubator-mxnet] mxnet-bot commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
mxnet-bot commented on pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1068047687
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[GitHub] [incubator-mxnet] bartekkuncer commented on a change in pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
bartekkuncer commented on a change in pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#discussion_r832251659
##########
File path: src/operator/nn/dnnl/dnnl_binary.cc
##########
@@ -64,12 +64,14 @@ void DNNLBinaryOpFwd::Execute(const std::vector<NDArray>& inputs,
}
bool SupportDNNLBinary(const std::vector<NDArray>& inputs) {
- auto dtype = inputs[0].dtype();
- auto ndim_0 = inputs[0].shape().ndim();
- auto ndim_1 = inputs[1].shape().ndim();
+ auto dtype_0 = inputs[0].dtype();
+ auto dtype_1 = inputs[1].dtype();
+ auto ndim_0 = inputs[0].shape().ndim();
+ auto ndim_1 = inputs[1].shape().ndim();
return ndim_0 >= 1 && ndim_0 <= 6 && ndim_1 >= 1 && ndim_1 <= 6 &&
Review comment:
Are you sure about this restrictions?
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[GitHub] [incubator-mxnet] agrabows commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
agrabows commented on pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1080319125
@mxnet-bot run ci [clang]
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[GitHub] [incubator-mxnet] agrabows commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
agrabows commented on pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1072439235
@mxnet-bot run ci [unix-cpu]
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[GitHub] [incubator-mxnet] agrabows commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
agrabows commented on pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1067786824
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[GitHub] [incubator-mxnet] mxnet-bot commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1061768227
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[GitHub] [incubator-mxnet] mxnet-bot commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
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URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1073731316
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[GitHub] [incubator-mxnet] mxnet-bot commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
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URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1073635414
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[GitHub] [incubator-mxnet] agrabows commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
agrabows commented on pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1075210018
@mxnet-bot run ci [centos-gpu]
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[GitHub] [incubator-mxnet] agrabows commented on a change in pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
agrabows commented on a change in pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#discussion_r836303693
##########
File path: src/operator/mshadow_op.h
##########
@@ -465,17 +479,19 @@ struct mixed_rpower {
template <typename DType,
typename std::enable_if<std::is_same<DType, mshadow::half::half_t>::value ||
+ std::is_same<DType, mshadow::bfloat::bf16_t>::value ||
Review comment:
yes
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[GitHub] [incubator-mxnet] agrabows commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
agrabows commented on pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1077465813
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[GitHub] [incubator-mxnet] agrabows commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
agrabows commented on pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1072439235
@mxnet-bot run ci [unix-cpu]
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[GitHub] [incubator-mxnet] mxnet-bot commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
mxnet-bot commented on pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1059246789
Hey @agrabows , Thanks for submitting the PR
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[GitHub] [incubator-mxnet] agrabows commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
agrabows commented on pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1061618415
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[GitHub] [incubator-mxnet] mxnet-bot commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
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[GitHub] [incubator-mxnet] agrabows commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
agrabows commented on pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1060856909
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[GitHub] [incubator-mxnet] agrabows commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
agrabows commented on pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1068046698
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[GitHub] [incubator-mxnet] agrabows commented on pull request #20932: [FEATURE] Support bfloat and float mixed input in elemwise broadcast ops.
Posted by GitBox <gi...@apache.org>.
agrabows commented on pull request #20932:
URL: https://github.com/apache/incubator-mxnet/pull/20932#issuecomment-1073731278
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