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| author |  Yong Tang <yong.tang.github@outlook.com> | 2018-04-15 19:22:39 -0700 |
|---|---|---|
| committer |  Jonathan Hseu <vomjom@vomjom.net> | 2018-04-15 19:22:39 -0700 |
| commit | ba1c53a5f2bb106e16ec7503dbd4d0db9ecc9799 (patch) | |
| tree | d7b9281a71d4a1355183d2776a1df8cb41a1e2bc /tensorflow/core/kernels/broadcast_to_op_gpu.cu.cc | |
| parent | 0586c57292a7bd1a79b4a03270c0f1c32d02a4af (diff) | |
Add support for explicit broadcasting in TensorFlow (#15243)
* Add support for explicit broadcasting in TensorFlow
This fix tries to adds support for explicit broadcasting in TensorFlow,
as was suggested in 14509. This fix adds the op of tf.broadcast_to,
which is equivalent to the numpy.broadcast_to in numpy.
This fix fixes 14509.
Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
* Register BroadcastTo op in array_ops.cc
Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
* Sanitize with clang-format -i
Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
* Add test cases for tf.broadcast_to
Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
* Sanitize bazel BUILD and python.
Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
* Split broadcast_to_ops_test from array_ops_test
Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
* Support int64 shape
Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
* Improve shape inference for broadcast_to
Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
* Add scalar input support for broadcast_to
Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
* Update API defs tensorflow/core/api_def/update_api_def.sh
Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
* Update API golden
```
bazel-bin/tensorflow/tools/api/tests/api_compatibility_test
--update_goldens True
```
Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
* Update docstring for broadcast_to
Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
* Enable GPU kernel for BroadcastTo
Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
* Enable use_gpu=True for test cases
Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
* Hiden the ops and export to tf.contrib.framework for now.
Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
* Add the op to the _allowed_symbol in tf.contrib.framework
Otherwise the symbole will be hidden
Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
* Fix pylint sanity issue.
Signed-off-by: Yong Tang <yong.tang.github@outlook.com>
Diffstat (limited to 'tensorflow/core/kernels/broadcast_to_op_gpu.cu.cc')
| -rw-r--r-- | tensorflow/core/kernels/broadcast_to_op_gpu.cu.cc | 34 |
1 files changed, 34 insertions, 0 deletions
diff --git a/tensorflow/core/kernels/broadcast_to_op_gpu.cu.cc b/tensorflow/core/kernels/broadcast_to_op_gpu.cu.cc new file mode 100644 index 0000000000..6459571085 --- /dev/null +++ b/tensorflow/core/kernels/broadcast_to_op_gpu.cu.cc @@ -0,0 +1,34 @@ +/* Copyright 2018 The TensorFlow Authors. All Rights Reserved. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +==============================================================================*/ + +#if GOOGLE_CUDA + +#define EIGEN_USE_GPU + +#include "tensorflow/core/kernels/broadcast_to_op.h" +#include "tensorflow/core/framework/register_types.h" + +namespace tensorflow { + +typedef Eigen::GpuDevice GPUDevice; + +#define INSTANTIATE_GPU_KERNEL(Type) \ + template class functor::BroadcastTo<GPUDevice, Type>; +TF_CALL_GPU_ALL_TYPES(INSTANTIATE_GPU_KERNEL); +#undef INSTANTIATE_GPU_KERNEL + +} // namespace tensorflow + +#endif // GOOGLE_CUDA |